Dataset statistics
| Number of variables | 42 |
|---|---|
| Number of observations | 204 |
| Missing cells | 285 |
| Missing cells (%) | 3.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 67.1 KiB |
| Average record size in memory | 336.6 B |
Variable types
| Numeric | 30 |
|---|---|
| Categorical | 12 |
COST_DEVIATION is highly correlated with ADDITIONAL_COST | High correlation |
TIME_DEVIATION is highly correlated with ADDITIONAL_TIME | High correlation |
ADVANCED_PAYMENT is highly correlated with K_CONTRACTING_B_VALUE | High correlation |
ESTIMATED_COST is highly correlated with PROJECT_INTENSITY and 3 other fields | High correlation |
ORIGINAL_DEADLINE is highly correlated with FINAL_DEADLINE | High correlation |
LIQUIDITY_INDEX_B is highly correlated with DEBT_INDEX_B and 2 other fields | High correlation |
DEBT_INDEX_B is highly correlated with LIQUIDITY_INDEX_B and 2 other fields | High correlation |
INTEREST_COVERAGE_RATIO_B is highly correlated with LIQUIDITY_INDEX_B and 3 other fields | High correlation |
ROE_B is highly correlated with INTEREST_COVERAGE_RATIO_B and 2 other fields | High correlation |
ROA_B is highly correlated with LIQUIDITY_INDEX_B and 3 other fields | High correlation |
WORKING_CAPITAL is highly correlated with NET_EQUITY | High correlation |
NET_EQUITY is highly correlated with ROE_B and 1 other fields | High correlation |
K_CONTRACTING_B_VALUE is highly correlated with ADVANCED_PAYMENT | High correlation |
PROJECT_INTENSITY is highly correlated with ESTIMATED_COST and 2 other fields | High correlation |
PRICE_SCORE is highly correlated with TECHNICAL_SCORE | High correlation |
TECHNICAL_SCORE is highly correlated with PRICE_SCORE | High correlation |
CONTRACT_VALUE is highly correlated with ESTIMATED_COST and 3 other fields | High correlation |
ADDITIONAL_COST is highly correlated with COST_DEVIATION | High correlation |
FINAL_COST is highly correlated with ESTIMATED_COST and 3 other fields | High correlation |
ADDITIONAL_TIME is highly correlated with TIME_DEVIATION and 1 other fields | High correlation |
FINAL_DEADLINE is highly correlated with ESTIMATED_COST and 4 other fields | High correlation |
COST_DEVIATION is highly correlated with ADDITIONAL_COST | High correlation |
TIME_DEVIATION is highly correlated with PROJECT_INTENSITY and 1 other fields | High correlation |
ESTIMATED_COST is highly correlated with PROJECT_INTENSITY and 2 other fields | High correlation |
ORIGINAL_DEADLINE is highly correlated with FINAL_DEADLINE | High correlation |
ROE_B is highly correlated with ROA_B | High correlation |
ROA_B is highly correlated with ROE_B | High correlation |
WORKING_CAPITAL is highly correlated with NET_EQUITY | High correlation |
NET_EQUITY is highly correlated with WORKING_CAPITAL | High correlation |
PROJECT_INTENSITY is highly correlated with TIME_DEVIATION and 4 other fields | High correlation |
PRICE_SCORE is highly correlated with TECHNICAL_SCORE | High correlation |
TECHNICAL_SCORE is highly correlated with PRICE_SCORE | High correlation |
NUMBER_BIDDERS is highly correlated with PROJECT_INTENSITY | High correlation |
CONTRACT_VALUE is highly correlated with ESTIMATED_COST and 2 other fields | High correlation |
ADDITIONAL_COST is highly correlated with COST_DEVIATION | High correlation |
FINAL_COST is highly correlated with ESTIMATED_COST and 2 other fields | High correlation |
ADDITIONAL_TIME is highly correlated with TIME_DEVIATION and 1 other fields | High correlation |
FINAL_DEADLINE is highly correlated with ORIGINAL_DEADLINE and 1 other fields | High correlation |
COST_DEVIATION is highly correlated with ADDITIONAL_COST | High correlation |
TIME_DEVIATION is highly correlated with ADDITIONAL_TIME | High correlation |
ADVANCED_PAYMENT is highly correlated with K_CONTRACTING_B_VALUE | High correlation |
ESTIMATED_COST is highly correlated with PROJECT_INTENSITY and 2 other fields | High correlation |
ORIGINAL_DEADLINE is highly correlated with FINAL_DEADLINE | High correlation |
LIQUIDITY_INDEX_B is highly correlated with DEBT_INDEX_B | High correlation |
DEBT_INDEX_B is highly correlated with LIQUIDITY_INDEX_B | High correlation |
ROE_B is highly correlated with ROA_B | High correlation |
ROA_B is highly correlated with ROE_B | High correlation |
WORKING_CAPITAL is highly correlated with NET_EQUITY | High correlation |
NET_EQUITY is highly correlated with WORKING_CAPITAL | High correlation |
K_CONTRACTING_B_VALUE is highly correlated with ADVANCED_PAYMENT | High correlation |
PROJECT_INTENSITY is highly correlated with ESTIMATED_COST and 2 other fields | High correlation |
PRICE_SCORE is highly correlated with TECHNICAL_SCORE | High correlation |
TECHNICAL_SCORE is highly correlated with PRICE_SCORE | High correlation |
CONTRACT_VALUE is highly correlated with ESTIMATED_COST and 2 other fields | High correlation |
ADDITIONAL_COST is highly correlated with COST_DEVIATION | High correlation |
FINAL_COST is highly correlated with ESTIMATED_COST and 2 other fields | High correlation |
ADDITIONAL_TIME is highly correlated with TIME_DEVIATION | High correlation |
FINAL_DEADLINE is highly correlated with ORIGINAL_DEADLINE | High correlation |
DEPARTMENT is highly correlated with REGION and 1 other fields | High correlation |
REGION is highly correlated with DEPARTMENT and 1 other fields | High correlation |
REGION_2 is highly correlated with DEPARTMENT and 1 other fields | High correlation |
NUMBER_OF_CONTRACTS is highly correlated with YEAR | High correlation |
COST_DEVIATION is highly correlated with LIQUIDITY_INDEX_B and 3 other fields | High correlation |
TIME_DEVIATION is highly correlated with ADVANCED_PAYMENT and 10 other fields | High correlation |
ADVANCED_PAYMENT is highly correlated with TIME_DEVIATION and 7 other fields | High correlation |
ESTIMATED_COST is highly correlated with TIME_DEVIATION and 11 other fields | High correlation |
ORIGINAL_DEADLINE is highly correlated with ESTIMATED_COST and 5 other fields | High correlation |
LIQUIDITY_INDEX_B is highly correlated with COST_DEVIATION and 2 other fields | High correlation |
INTEREST_COVERAGE_RATIO_B is highly correlated with COST_DEVIATION and 3 other fields | High correlation |
ROE_B is highly correlated with INTEREST_COVERAGE_RATIO_B and 2 other fields | High correlation |
ROA_B is highly correlated with INTEREST_COVERAGE_RATIO_B and 1 other fields | High correlation |
WORKING_CAPITAL is highly correlated with ORIGINAL_DEADLINE and 3 other fields | High correlation |
NET_EQUITY is highly correlated with ORIGINAL_DEADLINE and 4 other fields | High correlation |
EXPERIENCE_B_VALUE is highly correlated with TIME_DEVIATION and 8 other fields | High correlation |
K_CONTRACTING_B_VALUE is highly correlated with NET_EQUITY and 1 other fields | High correlation |
PROJECT_INTENSITY is highly correlated with TIME_DEVIATION and 12 other fields | High correlation |
PRICE_SCORE is highly correlated with TECHNICAL_SCORE and 3 other fields | High correlation |
TECHNICAL_SCORE is highly correlated with EXPERIENCE_B_VALUE and 3 other fields | High correlation |
NATIONAL_INDUSTRY_SCORE is highly correlated with TIME_DEVIATION and 4 other fields | High correlation |
OTHER_SCORE is highly correlated with HIGHEST SCORE and 2 other fields | High correlation |
NUMBER_BIDDERS is highly correlated with TIME_DEVIATION and 6 other fields | High correlation |
CONTRACT_VALUE is highly correlated with TIME_DEVIATION and 11 other fields | High correlation |
AWARD_GROWTH is highly correlated with NUMBER_BIDDERS | High correlation |
ADDITIONAL_COST is highly correlated with COST_DEVIATION and 6 other fields | High correlation |
FINAL_COST is highly correlated with TIME_DEVIATION and 10 other fields | High correlation |
ADDITIONAL_TIME is highly correlated with TIME_DEVIATION and 11 other fields | High correlation |
FINAL_DEADLINE is highly correlated with ESTIMATED_COST and 5 other fields | High correlation |
TIME_SUSPENDED_P is highly correlated with TIME_DEVIATION and 1 other fields | High correlation |
IDI is highly correlated with YEAR and 3 other fields | High correlation |
HIGHEST SCORE is highly correlated with PRICE_SCORE and 2 other fields | High correlation |
LOWEST_SCORE is highly correlated with NATIONAL_INDUSTRY_SCORE and 1 other fields | High correlation |
YEAR is highly correlated with NUMBER_OF_CONTRACTS and 3 other fields | High correlation |
IDI_CAT is highly correlated with IDI and 1 other fields | High correlation |
MUNICIPALITY_TYPE is highly correlated with DEPARTMENT and 2 other fields | High correlation |
DEPARTMENT is highly correlated with TIME_DEVIATION and 18 other fields | High correlation |
REGION is highly correlated with DEPARTMENT and 1 other fields | High correlation |
REGION_2 is highly correlated with MUNICIPALITY_TYPE and 3 other fields | High correlation |
OWNER is highly correlated with ADVANCED_PAYMENT and 11 other fields | High correlation |
PERFORMANCE is highly correlated with COST_DEVIATION and 1 other fields | High correlation |
INTEREST_COVERAGE_RATIO_B has 6 (2.9%) missing values | Missing |
ROE_B has 3 (1.5%) missing values | Missing |
ROA_B has 3 (1.5%) missing values | Missing |
WORKING_CAPITAL has 109 (53.4%) missing values | Missing |
NET_EQUITY has 147 (72.1%) missing values | Missing |
EXPERIENCE_B_VALUE has 7 (3.4%) missing values | Missing |
K_CONTRACTING_B_VALUE has 9 (4.4%) missing values | Missing |
NUMBER_OF_CONTRACTS is uniformly distributed | Uniform |
NUMBER_OF_CONTRACTS has unique values | Unique |
COST_DEVIATION has 134 (65.7%) zeros | Zeros |
TIME_DEVIATION has 119 (58.3%) zeros | Zeros |
ADVANCED_PAYMENT has 144 (70.6%) zeros | Zeros |
INTEREST_COVERAGE_RATIO_B has 3 (1.5%) zeros | Zeros |
ROE_B has 10 (4.9%) zeros | Zeros |
ROA_B has 11 (5.4%) zeros | Zeros |
TECHNICAL_SCORE has 9 (4.4%) zeros | Zeros |
NATIONAL_INDUSTRY_SCORE has 22 (10.8%) zeros | Zeros |
OTHER_SCORE has 143 (70.1%) zeros | Zeros |
AWARD_GROWTH has 49 (24.0%) zeros | Zeros |
ADDITIONAL_COST has 134 (65.7%) zeros | Zeros |
ADDITIONAL_TIME has 119 (58.3%) zeros | Zeros |
TIME_SUSPENDED_P has 129 (63.2%) zeros | Zeros |
Reproduction
| Analysis started | 2022-06-15 03:42:43.859877 |
|---|---|
| Analysis finished | 2022-06-15 03:46:13.658454 |
| Duration | 3 minutes and 29.8 seconds |
| Software version | pandas-profiling v3.1.1 |
| Download configuration | config.json |
| Distinct | 204 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.5 |
| Minimum | 1 |
|---|---|
| Maximum | 204 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11.15 |
| Q1 | 51.75 |
| median | 102.5 |
| Q3 | 153.25 |
| 95-th percentile | 193.85 |
| Maximum | 204 |
| Range | 203 |
| Interquartile range (IQR) | 101.5 |
Descriptive statistics
| Standard deviation | 59.03388857 |
|---|---|
| Coefficient of variation (CV) | 0.5759403763 |
| Kurtosis | -1.2 |
| Mean | 102.5 |
| Median Absolute Deviation (MAD) | 51 |
| Skewness | 0 |
| Sum | 20910 |
| Variance | 3485 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.5% |
| 141 | 1 | 0.5% |
| 131 | 1 | 0.5% |
| 132 | 1 | 0.5% |
| 133 | 1 | 0.5% |
| 134 | 1 | 0.5% |
| 135 | 1 | 0.5% |
| 136 | 1 | 0.5% |
| 137 | 1 | 0.5% |
| 138 | 1 | 0.5% |
| Other values (194) | 194 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 204 | 1 | |
| 203 | 1 | |
| 202 | 1 | |
| 201 | 1 | |
| 200 | 1 | |
| 199 | 1 | |
| 198 | 1 | |
| 197 | 1 | |
| 196 | 1 | |
| 195 | 1 |
COST_DEVIATION
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 40 |
|---|---|
| Distinct (%) | 19.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08037522859 |
| Minimum | 0 |
|---|---|
| Maximum | 0.5 |
| Zeros | 134 |
| Zeros (%) | 65.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.07 |
| 95-th percentile | 0.4885 |
| Maximum | 0.5 |
| Range | 0.5 |
| Interquartile range (IQR) | 0.07 |
Descriptive statistics
| Standard deviation | 0.1523831655 |
|---|---|
| Coefficient of variation (CV) | 1.895897134 |
| Kurtosis | 2.071146024 |
| Mean | 0.08037522859 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.86670482 |
| Sum | 16.39654663 |
| Variance | 0.02322062914 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 134 | |
| 0.5 | 10 | 4.9% |
| 0.02 | 5 | 2.5% |
| 0.06 | 4 | 2.0% |
| 0.04 | 4 | 2.0% |
| 0.11 | 3 | 1.5% |
| 0.07 | 3 | 1.5% |
| 0.18 | 2 | 1.0% |
| 0.09 | 2 | 1.0% |
| 0.29 | 2 | 1.0% |
| Other values (30) | 35 | 17.2% |
| Value | Count | Frequency (%) |
| 0 | 134 | |
| 0.01 | 1 | 0.5% |
| 0.02 | 5 | 2.5% |
| 0.03 | 1 | 0.5% |
| 0.04 | 4 | 2.0% |
| 0.05 | 2 | 1.0% |
| 0.06 | 4 | 2.0% |
| 0.06432845842 | 1 | 0.5% |
| 0.07 | 3 | 1.5% |
| 0.08 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0.5 | 10 | |
| 0.49 | 1 | 0.5% |
| 0.48 | 2 | 1.0% |
| 0.4737688601 | 1 | 0.5% |
| 0.47 | 1 | 0.5% |
| 0.44 | 1 | 0.5% |
| 0.43 | 1 | 0.5% |
| 0.4284493143 | 1 | 0.5% |
| 0.41 | 1 | 0.5% |
| 0.4 | 1 | 0.5% |
TIME_DEVIATION
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 49 |
|---|---|
| Distinct (%) | 24.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4522303922 |
| Minimum | 0 |
|---|---|
| Maximum | 21.11 |
| Zeros | 119 |
| Zeros (%) | 58.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.38 |
| 95-th percentile | 1.5 |
| Maximum | 21.11 |
| Range | 21.11 |
| Interquartile range (IQR) | 0.38 |
Descriptive statistics
| Standard deviation | 1.785710337 |
|---|---|
| Coefficient of variation (CV) | 3.948673879 |
| Kurtosis | 99.90740031 |
| Mean | 0.4522303922 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.449312573 |
| Sum | 92.255 |
| Variance | 3.188761408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 119 | |
| 0.33 | 10 | 4.9% |
| 0.5 | 7 | 3.4% |
| 0.67 | 6 | 2.9% |
| 0.25 | 5 | 2.5% |
| 0.17 | 3 | 1.5% |
| 1.5 | 3 | 1.5% |
| 1 | 3 | 1.5% |
| 0.38 | 3 | 1.5% |
| 0.77 | 2 | 1.0% |
| Other values (39) | 43 | 21.1% |
| Value | Count | Frequency (%) |
| 0 | 119 | |
| 0.07 | 1 | 0.5% |
| 0.1 | 1 | 0.5% |
| 0.12 | 1 | 0.5% |
| 0.125 | 1 | 0.5% |
| 0.14 | 1 | 0.5% |
| 0.16 | 1 | 0.5% |
| 0.17 | 3 | 1.5% |
| 0.2 | 1 | 0.5% |
| 0.22 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 21.11 | 1 | 0.5% |
| 12.9 | 1 | 0.5% |
| 3.28 | 1 | 0.5% |
| 3.11 | 1 | 0.5% |
| 3 | 1 | 0.5% |
| 2.5 | 1 | 0.5% |
| 2.2 | 1 | 0.5% |
| 2 | 1 | 0.5% |
| 1.62 | 1 | 0.5% |
| 1.5 | 3 |
TIME_STUDIES_CONTRACT
Real number (ℝ≥0)
| Distinct | 65 |
|---|---|
| Distinct (%) | 32.0% |
| Missing | 1 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.64039409 |
| Minimum | 16 |
|---|---|
| Maximum | 779 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 33 |
| Q1 | 40.5 |
| median | 49 |
| Q3 | 60.5 |
| 95-th percentile | 88 |
| Maximum | 779 |
| Range | 763 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 59.49252174 |
|---|---|
| Coefficient of variation (CV) | 1.03213246 |
| Kurtosis | 113.7174187 |
| Mean | 57.64039409 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 9.990979502 |
| Sum | 11701 |
| Variance | 3539.360142 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 42 | 13 | 6.4% |
| 39 | 9 | 4.4% |
| 49 | 8 | 3.9% |
| 35 | 8 | 3.9% |
| 50 | 8 | 3.9% |
| 43 | 7 | 3.4% |
| 60 | 7 | 3.4% |
| 51 | 7 | 3.4% |
| 47 | 7 | 3.4% |
| 38 | 7 | 3.4% |
| Other values (55) | 122 |
| Value | Count | Frequency (%) |
| 16 | 1 | 0.5% |
| 20 | 2 | 1.0% |
| 26 | 1 | 0.5% |
| 28 | 1 | 0.5% |
| 29 | 2 | 1.0% |
| 30 | 1 | 0.5% |
| 32 | 2 | 1.0% |
| 33 | 3 | 1.5% |
| 34 | 1 | 0.5% |
| 35 | 8 |
| Value | Count | Frequency (%) |
| 779 | 1 | |
| 413 | 1 | |
| 131 | 1 | |
| 118 | 1 | |
| 112 | 1 | |
| 111 | 1 | |
| 106 | 1 | |
| 97 | 1 | |
| 91 | 1 | |
| 89 | 1 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1185294118 |
| Minimum | 0 |
|---|---|
| Maximum | 0.5 |
| Zeros | 144 |
| Zeros (%) | 70.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.3 |
| 95-th percentile | 0.5 |
| Maximum | 0.5 |
| Range | 0.5 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.1939650929 |
|---|---|
| Coefficient of variation (CV) | 1.636430064 |
| Kurtosis | -0.4589315836 |
| Mean | 0.1185294118 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.159101468 |
| Sum | 24.18 |
| Variance | 0.03762245726 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 144 | |
| 0.5 | 28 | 13.7% |
| 0.4 | 13 | 6.4% |
| 0.3 | 11 | 5.4% |
| 0.1 | 3 | 1.5% |
| 0.2 | 2 | 1.0% |
| 0.35 | 2 | 1.0% |
| 0.28 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 144 | |
| 0.1 | 3 | 1.5% |
| 0.2 | 2 | 1.0% |
| 0.28 | 1 | 0.5% |
| 0.3 | 11 | 5.4% |
| 0.35 | 2 | 1.0% |
| 0.4 | 13 | 6.4% |
| 0.5 | 28 | 13.7% |
| Value | Count | Frequency (%) |
| 0.5 | 28 | 13.7% |
| 0.4 | 13 | 6.4% |
| 0.35 | 2 | 1.0% |
| 0.3 | 11 | 5.4% |
| 0.28 | 1 | 0.5% |
| 0.2 | 2 | 1.0% |
| 0.1 | 3 | 1.5% |
| 0 | 144 |
ESTIMATED_COST
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 194 |
|---|---|
| Distinct (%) | 95.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1207.407527 |
| Minimum | 237.45 |
|---|---|
| Maximum | 13812.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 237.45 |
|---|---|
| 5-th percentile | 309.3785 |
| Q1 | 425.5825 |
| median | 649.195 |
| Q3 | 1207.499221 |
| 95-th percentile | 4317.3125 |
| Maximum | 13812.73 |
| Range | 13575.28 |
| Interquartile range (IQR) | 781.9167214 |
Descriptive statistics
| Standard deviation | 1611.64858 |
|---|---|
| Coefficient of variation (CV) | 1.334800838 |
| Kurtosis | 24.31872886 |
| Mean | 1207.407527 |
| Median Absolute Deviation (MAD) | 269.725 |
| Skewness | 4.255771888 |
| Sum | 246311.1356 |
| Variance | 2597411.145 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2095.13 | 5 | 2.5% |
| 677.77 | 2 | 1.0% |
| 310.39 | 2 | 1.0% |
| 542.21 | 2 | 1.0% |
| 482.63 | 2 | 1.0% |
| 406.66 | 2 | 1.0% |
| 519.9 | 2 | 1.0% |
| 861.08 | 1 | 0.5% |
| 1404.68 | 1 | 0.5% |
| 830.56 | 1 | 0.5% |
| Other values (184) | 184 |
| Value | Count | Frequency (%) |
| 237.45 | 1 | |
| 277.64 | 1 | |
| 280 | 1 | |
| 281.68 | 1 | |
| 287.4 | 1 | |
| 288.66 | 1 | |
| 291.71 | 1 | |
| 298.75 | 1 | |
| 306.13 | 1 | |
| 308.17 | 1 |
| Value | Count | Frequency (%) |
| 13812.73 | 1 | |
| 10302.16 | 1 | |
| 8133.2 | 1 | |
| 5819.82 | 1 | |
| 5378.164047 | 1 | |
| 5150.28 | 1 | |
| 5144.72 | 1 | |
| 4704.56 | 1 | |
| 4574.53 | 1 | |
| 4389.13 | 1 |
ORIGINAL_DEADLINE
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 23 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.8578431 |
| Minimum | 9 |
|---|---|
| Maximum | 900 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 36.5 |
| Q1 | 75 |
| median | 90 |
| Q3 | 120 |
| 95-th percentile | 180 |
| Maximum | 900 |
| Range | 891 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 74.54878647 |
|---|---|
| Coefficient of variation (CV) | 0.7042348895 |
| Kurtosis | 63.75866233 |
| Mean | 105.8578431 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 6.425120388 |
| Sum | 21595 |
| Variance | 5557.521564 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 78 | |
| 120 | 36 | |
| 60 | 28 | 13.7% |
| 180 | 12 | 5.9% |
| 150 | 12 | 5.9% |
| 75 | 7 | 3.4% |
| 30 | 6 | 2.9% |
| 45 | 5 | 2.5% |
| 240 | 4 | 2.0% |
| 50 | 2 | 1.0% |
| Other values (13) | 14 | 6.9% |
| Value | Count | Frequency (%) |
| 9 | 1 | 0.5% |
| 10 | 2 | 1.0% |
| 20 | 1 | 0.5% |
| 30 | 6 | 2.9% |
| 35 | 1 | 0.5% |
| 45 | 5 | 2.5% |
| 50 | 2 | 1.0% |
| 60 | 28 | 13.7% |
| 75 | 7 | 3.4% |
| 90 | 78 |
| Value | Count | Frequency (%) |
| 900 | 1 | 0.5% |
| 360 | 1 | 0.5% |
| 300 | 1 | 0.5% |
| 270 | 1 | 0.5% |
| 240 | 4 | 2.0% |
| 211 | 1 | 0.5% |
| 180 | 12 | |
| 165 | 1 | 0.5% |
| 150 | 12 | |
| 130 | 1 | 0.5% |
| Distinct | 73 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.5075 |
| Minimum | 0.62 |
|---|---|
| Maximum | 1500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.62 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5.5 |
| Q3 | 15 |
| 95-th percentile | 90 |
| Maximum | 1500 |
| Range | 1499.38 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 135.6202159 |
|---|---|
| Coefficient of variation (CV) | 4.047458505 |
| Kurtosis | 78.79735243 |
| Mean | 33.5075 |
| Median Absolute Deviation (MAD) | 4.325 |
| Skewness | 8.330667105 |
| Sum | 6835.53 |
| Variance | 18392.84295 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 23 | 11.3% |
| 5 | 16 | 7.8% |
| 2 | 11 | 5.4% |
| 1 | 10 | 4.9% |
| 20 | 9 | 4.4% |
| 1.2 | 9 | 4.4% |
| 4 | 9 | 4.4% |
| 3 | 8 | 3.9% |
| 1.5 | 7 | 3.4% |
| 12 | 5 | 2.5% |
| Other values (63) | 97 |
| Value | Count | Frequency (%) |
| 0.62 | 1 | 0.5% |
| 0.79 | 1 | 0.5% |
| 0.8 | 1 | 0.5% |
| 1 | 10 | |
| 1.15 | 2 | 1.0% |
| 1.2 | 9 | |
| 1.38 | 1 | 0.5% |
| 1.42 | 1 | 0.5% |
| 1.5 | 7 | |
| 1.6 | 4 | 2.0% |
| Value | Count | Frequency (%) |
| 1500 | 1 | 0.5% |
| 950 | 1 | 0.5% |
| 600 | 1 | 0.5% |
| 400 | 1 | 0.5% |
| 250 | 2 | |
| 150 | 3 | |
| 100 | 1 | 0.5% |
| 90 | 2 | |
| 85 | 1 | 0.5% |
| 80 | 1 | 0.5% |
| Distinct | 47 |
|---|---|
| Distinct (%) | 23.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.475745098 |
| Minimum | 0.01 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.05 |
| Q1 | 0.2 |
| median | 0.4 |
| Q3 | 0.5 |
| 95-th percentile | 0.7 |
| Maximum | 20 |
| Range | 19.99 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 1.388234465 |
|---|---|
| Coefficient of variation (CV) | 2.918021585 |
| Kurtosis | 195.4689696 |
| Mean | 0.475745098 |
| Median Absolute Deviation (MAD) | 0.135 |
| Skewness | 13.83484204 |
| Sum | 97.052 |
| Variance | 1.92719493 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 30 | |
| 0.3 | 26 | |
| 0.4 | 21 | 10.3% |
| 0.7 | 20 | 9.8% |
| 0.6 | 14 | 6.9% |
| 0.2 | 13 | 6.4% |
| 0.1 | 8 | 3.9% |
| 0.15 | 6 | 2.9% |
| 0.05 | 5 | 2.5% |
| 0.35 | 5 | 2.5% |
| Other values (37) | 56 |
| Value | Count | Frequency (%) |
| 0.01 | 3 | 1.5% |
| 0.02 | 2 | 1.0% |
| 0.03 | 2 | 1.0% |
| 0.04 | 2 | 1.0% |
| 0.05 | 5 | |
| 0.06 | 1 | 0.5% |
| 0.072 | 1 | 0.5% |
| 0.08 | 1 | 0.5% |
| 0.1 | 8 | |
| 0.12 | 2 | 1.0% |
| Value | Count | Frequency (%) |
| 20 | 1 | 0.5% |
| 1 | 1 | 0.5% |
| 0.7 | 20 | |
| 0.66 | 1 | 0.5% |
| 0.65 | 1 | 0.5% |
| 0.64 | 1 | 0.5% |
| 0.63 | 1 | 0.5% |
| 0.6 | 14 | |
| 0.56 | 1 | 0.5% |
| 0.55 | 1 | 0.5% |
| Distinct | 59 |
|---|---|
| Distinct (%) | 29.8% |
| Missing | 6 |
| Missing (%) | 2.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.30494949 |
| Minimum | 0 |
|---|---|
| Maximum | 1000 |
| Zeros | 3 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 9.82 |
| Q3 | 20 |
| 95-th percentile | 100 |
| Maximum | 1000 |
| Range | 1000 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 103.0212026 |
|---|---|
| Coefficient of variation (CV) | 3.515488148 |
| Kurtosis | 72.49242272 |
| Mean | 29.30494949 |
| Median Absolute Deviation (MAD) | 7.59 |
| Skewness | 8.210809942 |
| Sum | 5802.38 |
| Variance | 10613.36819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 27 | 13.2% |
| 1 | 24 | 11.8% |
| 5 | 14 | 6.9% |
| 20 | 10 | 4.9% |
| 2 | 10 | 4.9% |
| 15 | 9 | 4.4% |
| 4 | 7 | 3.4% |
| 3 | 7 | 3.4% |
| 6 | 6 | 2.9% |
| 30 | 6 | 2.9% |
| Other values (49) | 78 |
| Value | Count | Frequency (%) |
| 0 | 3 | 1.5% |
| 0.08 | 1 | 0.5% |
| 0.5 | 1 | 0.5% |
| 0.58 | 1 | 0.5% |
| 1 | 24 | |
| 1.5 | 2 | 1.0% |
| 1.66 | 1 | 0.5% |
| 1.8 | 1 | 0.5% |
| 2 | 10 | |
| 2.23 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| 1000 | 1 | 0.5% |
| 950 | 1 | 0.5% |
| 400 | 1 | 0.5% |
| 154 | 1 | 0.5% |
| 150 | 1 | 0.5% |
| 100 | 6 | |
| 85 | 2 | 1.0% |
| 80 | 2 | 1.0% |
| 75 | 1 | 0.5% |
| 70 | 2 | 1.0% |
ROE_B
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 37 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 3 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1497164179 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 10 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.07 |
| median | 0.1 |
| Q3 | 0.2 |
| 95-th percentile | 0.43 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.1318926237 |
|---|---|
| Coefficient of variation (CV) | 0.8809496347 |
| Kurtosis | 9.585708594 |
| Mean | 0.1497164179 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | 2.41988232 |
| Sum | 30.093 |
| Variance | 0.01739566418 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 32 | |
| 0.2 | 19 | 9.3% |
| 0.15 | 16 | 7.8% |
| 0.05 | 13 | 6.4% |
| 0 | 10 | 4.9% |
| 0.03 | 10 | 4.9% |
| 0.3 | 9 | 4.4% |
| 0.07 | 8 | 3.9% |
| 0.09 | 8 | 3.9% |
| 0.25 | 7 | 3.4% |
| Other values (27) | 69 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 0.01 | 1 | 0.5% |
| 0.02 | 3 | 1.5% |
| 0.03 | 10 | |
| 0.04 | 6 | |
| 0.05 | 13 | |
| 0.06 | 5 | 2.5% |
| 0.07 | 8 | |
| 0.08 | 6 | |
| 0.09 | 8 |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.5% |
| 0.65 | 1 | 0.5% |
| 0.55 | 1 | 0.5% |
| 0.5 | 6 | |
| 0.45 | 1 | 0.5% |
| 0.43 | 1 | 0.5% |
| 0.4 | 1 | 0.5% |
| 0.37 | 1 | 0.5% |
| 0.35 | 1 | 0.5% |
| 0.32 | 1 | 0.5% |
ROA_B
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 34 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 3 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1226517413 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 11 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.05 |
| median | 0.1 |
| Q3 | 0.15 |
| 95-th percentile | 0.32 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.1193452056 |
|---|---|
| Coefficient of variation (CV) | 0.9730412661 |
| Kurtosis | 15.62019351 |
| Mean | 0.1226517413 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | 3.055628095 |
| Sum | 24.653 |
| Variance | 0.01424327811 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 30 | |
| 0.05 | 17 | 8.3% |
| 0.15 | 17 | 8.3% |
| 0.2 | 14 | 6.9% |
| 0 | 11 | 5.4% |
| 0.07 | 11 | 5.4% |
| 0.01 | 10 | 4.9% |
| 0.06 | 9 | 4.4% |
| 0.04 | 8 | 3.9% |
| 0.13 | 8 | 3.9% |
| Other values (24) | 66 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 0.01 | 10 | |
| 0.02 | 6 | 2.9% |
| 0.03 | 5 | 2.5% |
| 0.04 | 8 | |
| 0.05 | 17 | |
| 0.06 | 9 | |
| 0.07 | 11 | |
| 0.08 | 7 | |
| 0.09 | 5 | 2.5% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.5% |
| 0.5 | 5 | |
| 0.45 | 1 | 0.5% |
| 0.41 | 1 | 0.5% |
| 0.4 | 1 | 0.5% |
| 0.33 | 1 | 0.5% |
| 0.32 | 1 | 0.5% |
| 0.3 | 5 | |
| 0.29 | 1 | 0.5% |
| 0.25 | 2 | 1.0% |
WORKING_CAPITAL
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 28 |
|---|---|
| Distinct (%) | 29.5% |
| Missing | 109 |
| Missing (%) | 53.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.028513958 |
| Minimum | 0.1 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.7 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 2.9 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.5931191688 |
|---|---|
| Coefficient of variation (CV) | 0.5766758576 |
| Kurtosis | 2.546493483 |
| Mean | 1.028513958 |
| Median Absolute Deviation (MAD) | 0.19 |
| Skewness | 1.464046257 |
| Sum | 97.70882601 |
| Variance | 0.3517903484 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 42 | 20.6% |
| 2 | 10 | 4.9% |
| 0.5 | 8 | 3.9% |
| 0.8 | 3 | 1.5% |
| 0.7 | 3 | 1.5% |
| 3 | 3 | 1.5% |
| 0.3 | 3 | 1.5% |
| 0.4 | 2 | 1.0% |
| 0.9 | 2 | 1.0% |
| 0.6102545823 | 1 | 0.5% |
| Other values (18) | 18 | 8.8% |
| (Missing) | 109 |
| Value | Count | Frequency (%) |
| 0.1 | 1 | 0.5% |
| 0.15 | 1 | 0.5% |
| 0.21 | 1 | 0.5% |
| 0.25 | 1 | 0.5% |
| 0.3 | 3 | 1.5% |
| 0.33 | 1 | 0.5% |
| 0.4 | 2 | 1.0% |
| 0.4285714286 | 1 | 0.5% |
| 0.5 | 8 | |
| 0.54 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 3 | 3 | 1.5% |
| 2.32 | 1 | 0.5% |
| 2 | 10 | 4.9% |
| 1.5 | 1 | 0.5% |
| 1.49 | 1 | 0.5% |
| 1.17 | 1 | 0.5% |
| 1.03 | 1 | 0.5% |
| 1 | 42 | |
| 0.99 | 1 | 0.5% |
| 0.9 | 2 | 1.0% |
NET_EQUITY
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 16 |
|---|---|
| Distinct (%) | 28.1% |
| Missing | 147 |
| Missing (%) | 72.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.084057644 |
| Minimum | 0.001285714286 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.001285714286 |
|---|---|
| 5-th percentile | 0.28 |
| Q1 | 0.5 |
| median | 1 |
| Q3 | 1.49 |
| 95-th percentile | 2.2 |
| Maximum | 3 |
| Range | 2.998714286 |
| Interquartile range (IQR) | 0.99 |
Descriptive statistics
| Standard deviation | 0.6996247213 |
|---|---|
| Coefficient of variation (CV) | 0.6453759402 |
| Kurtosis | 1.08632067 |
| Mean | 1.084057644 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 1.141515524 |
| Sum | 61.79128571 |
| Variance | 0.4894747506 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 19 | 9.3% |
| 0.5 | 8 | 3.9% |
| 2 | 8 | 3.9% |
| 0.8 | 3 | 1.5% |
| 3 | 3 | 1.5% |
| 1.5 | 2 | 1.0% |
| 0.9 | 2 | 1.0% |
| 0.4 | 2 | 1.0% |
| 0.3 | 2 | 1.0% |
| 0.2 | 2 | 1.0% |
| Other values (6) | 6 | 2.9% |
| (Missing) | 147 |
| Value | Count | Frequency (%) |
| 0.001285714286 | 1 | 0.5% |
| 0.2 | 2 | 1.0% |
| 0.3 | 2 | 1.0% |
| 0.37 | 1 | 0.5% |
| 0.4 | 2 | 1.0% |
| 0.5 | 8 | |
| 0.6 | 1 | 0.5% |
| 0.75 | 1 | 0.5% |
| 0.8 | 3 | 1.5% |
| 0.9 | 2 | 1.0% |
| Value | Count | Frequency (%) |
| 3 | 3 | 1.5% |
| 2 | 8 | |
| 1.58 | 1 | 0.5% |
| 1.5 | 2 | 1.0% |
| 1.49 | 1 | 0.5% |
| 1 | 19 | |
| 0.9 | 2 | 1.0% |
| 0.8 | 3 | 1.5% |
| 0.75 | 1 | 0.5% |
| 0.6 | 1 | 0.5% |
| Distinct | 53 |
|---|---|
| Distinct (%) | 26.9% |
| Missing | 7 |
| Missing (%) | 3.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.42485777 |
| Minimum | 0.3 |
|---|---|
| Maximum | 29.16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.7 |
| Q1 | 1 |
| median | 1.48 |
| Q3 | 2.14 |
| 95-th percentile | 6.048 |
| Maximum | 29.16 |
| Range | 28.86 |
| Interquartile range (IQR) | 1.14 |
Descriptive statistics
| Standard deviation | 3.485919749 |
|---|---|
| Coefficient of variation (CV) | 1.437576996 |
| Kurtosis | 33.97656944 |
| Mean | 2.42485777 |
| Median Absolute Deviation (MAD) | 0.52 |
| Skewness | 5.356279342 |
| Sum | 477.6969807 |
| Variance | 12.1516365 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 70 | |
| 2 | 40 | |
| 3 | 12 | 5.9% |
| 5 | 9 | 4.4% |
| 0.5 | 5 | 2.5% |
| 4 | 5 | 2.5% |
| 0.75 | 3 | 1.5% |
| 1.5 | 3 | 1.5% |
| 0.9 | 2 | 1.0% |
| 10 | 2 | 1.0% |
| Other values (43) | 46 | |
| (Missing) | 7 | 3.4% |
| Value | Count | Frequency (%) |
| 0.3 | 1 | 0.5% |
| 0.34 | 1 | 0.5% |
| 0.5 | 5 | |
| 0.6 | 2 | 1.0% |
| 0.7 | 2 | 1.0% |
| 0.75 | 3 | |
| 0.78 | 1 | 0.5% |
| 0.79 | 1 | 0.5% |
| 0.8 | 1 | 0.5% |
| 0.87 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 29.16 | 1 | |
| 25.77 | 1 | |
| 23.86 | 1 | |
| 11.17 | 1 | |
| 11.07 | 1 | |
| 10 | 2 | |
| 6.88 | 1 | |
| 6.45 | 1 | |
| 6.24 | 1 | |
| 6 | 1 |
| Distinct | 21 |
|---|---|
| Distinct (%) | 10.8% |
| Missing | 9 |
| Missing (%) | 4.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9246153846 |
| Minimum | 0.25 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.25 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.7 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 4.75 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.4696063616 |
|---|---|
| Coefficient of variation (CV) | 0.5078937355 |
| Kurtosis | 57.5684813 |
| Mean | 0.9246153846 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.715069921 |
| Sum | 180.3 |
| Variance | 0.2205301348 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 130 | |
| 0.5 | 22 | 10.8% |
| 0.6 | 10 | 4.9% |
| 0.7 | 9 | 4.4% |
| 0.9 | 3 | 1.5% |
| 0.54 | 2 | 1.0% |
| 0.25 | 2 | 1.0% |
| 0.8 | 2 | 1.0% |
| 5 | 2 | 1.0% |
| 0.65 | 2 | 1.0% |
| Other values (11) | 11 | 5.4% |
| (Missing) | 9 | 4.4% |
| Value | Count | Frequency (%) |
| 0.25 | 2 | 1.0% |
| 0.44 | 1 | 0.5% |
| 0.5 | 22 | |
| 0.51 | 1 | 0.5% |
| 0.54 | 2 | 1.0% |
| 0.56 | 1 | 0.5% |
| 0.6 | 10 | |
| 0.64 | 1 | 0.5% |
| 0.65 | 2 | 1.0% |
| 0.69 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 5 | 2 | 1.0% |
| 2 | 1 | 0.5% |
| 1.23 | 1 | 0.5% |
| 1.03 | 1 | 0.5% |
| 1 | 130 | |
| 0.99 | 1 | 0.5% |
| 0.95 | 1 | 0.5% |
| 0.9 | 3 | 1.5% |
| 0.8 | 2 | 1.0% |
| 0.78 | 1 | 0.5% |
PROJECT_INTENSITY
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 186 |
|---|---|
| Distinct (%) | 91.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.36163652 |
| Minimum | 2.41 |
|---|---|
| Maximum | 178.05 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 2.41 |
|---|---|
| 5-th percentile | 3.403 |
| Q1 | 5.138155138 |
| median | 7.27 |
| Q3 | 12.095 |
| 95-th percentile | 44.626 |
| Maximum | 178.05 |
| Range | 175.64 |
| Interquartile range (IQR) | 6.956844862 |
Descriptive statistics
| Standard deviation | 20.26916926 |
|---|---|
| Coefficient of variation (CV) | 1.516967568 |
| Kurtosis | 30.51497284 |
| Mean | 13.36163652 |
| Median Absolute Deviation (MAD) | 2.838161342 |
| Skewness | 4.969870579 |
| Sum | 2725.773851 |
| Variance | 410.8392227 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.45 | 3 | 1.5% |
| 4.52 | 3 | 1.5% |
| 5.51 | 2 | 1.0% |
| 4.27 | 2 | 1.0% |
| 3.7 | 2 | 1.0% |
| 5.35 | 2 | 1.0% |
| 5.78 | 2 | 1.0% |
| 11.64 | 2 | 1.0% |
| 7.53 | 2 | 1.0% |
| 4.69 | 2 | 1.0% |
| Other values (176) | 182 |
| Value | Count | Frequency (%) |
| 2.41 | 1 | |
| 2.49 | 1 | |
| 3.09 | 1 | |
| 3.11 | 1 | |
| 3.130711872 | 1 | |
| 3.17 | 1 | |
| 3.19 | 1 | |
| 3.280472402 | 1 | |
| 3.29 | 1 | |
| 3.354334149 | 1 |
| Value | Count | Frequency (%) |
| 178.05 | 1 | |
| 132.43 | 1 | |
| 114.47 | 1 | |
| 97 | 1 | |
| 69.84 | 1 | |
| 57.55 | 1 | |
| 57.16 | 1 | |
| 52.27 | 1 | |
| 48.52 | 1 | |
| 45.18 | 1 |
| Distinct | 27 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4657843137 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.3 |
| median | 0.5 |
| Q3 | 0.6 |
| 95-th percentile | 0.8 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.1831386794 |
|---|---|
| Coefficient of variation (CV) | 0.3931834415 |
| Kurtosis | -0.2139442444 |
| Mean | 0.4657843137 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | -0.01455611741 |
| Sum | 95.02 |
| Variance | 0.03353977591 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 40 | |
| 0.6 | 40 | |
| 0.4 | 26 | |
| 0.3 | 17 | |
| 0.2 | 15 | 7.4% |
| 0.8 | 13 | 6.4% |
| 0.7 | 9 | 4.4% |
| 0.27 | 7 | 3.4% |
| 0.25 | 6 | 2.9% |
| 0.55 | 4 | 2.0% |
| Other values (17) | 27 |
| Value | Count | Frequency (%) |
| 0 | 2 | 1.0% |
| 0.1 | 4 | 2.0% |
| 0.12 | 1 | 0.5% |
| 0.15 | 1 | 0.5% |
| 0.2 | 15 | |
| 0.24 | 1 | 0.5% |
| 0.25 | 6 | 2.9% |
| 0.27 | 7 | |
| 0.29 | 1 | 0.5% |
| 0.3 | 17 |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.5% |
| 0.9 | 1 | 0.5% |
| 0.8 | 13 | 6.4% |
| 0.7 | 9 | 4.4% |
| 0.65 | 2 | 1.0% |
| 0.6 | 40 | |
| 0.59 | 2 | 1.0% |
| 0.55 | 4 | 2.0% |
| 0.5 | 40 | |
| 0.48 | 1 | 0.5% |
TECHNICAL_SCORE
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 29 |
|---|---|
| Distinct (%) | 14.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3944705882 |
| Minimum | 0 |
|---|---|
| Maximum | 0.9 |
| Zeros | 9 |
| Zeros (%) | 4.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.3 |
| median | 0.4 |
| Q3 | 0.5 |
| 95-th percentile | 0.7 |
| Maximum | 0.9 |
| Range | 0.9 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.1904651659 |
|---|---|
| Coefficient of variation (CV) | 0.4828374322 |
| Kurtosis | -0.2681770377 |
| Mean | 0.3944705882 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 0.03332266944 |
| Sum | 80.472 |
| Variance | 0.03627697943 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3 | 41 | |
| 0.4 | 35 | |
| 0.5 | 28 | |
| 0.6 | 16 | 7.8% |
| 0.1 | 14 | 6.9% |
| 0.2 | 11 | 5.4% |
| 0.7 | 10 | 4.9% |
| 0 | 9 | 4.4% |
| 0.45 | 5 | 2.5% |
| 0.8 | 4 | 2.0% |
| Other values (19) | 31 |
| Value | Count | Frequency (%) |
| 0 | 9 | 4.4% |
| 0.1 | 14 | 6.9% |
| 0.19 | 2 | 1.0% |
| 0.192 | 1 | 0.5% |
| 0.2 | 11 | 5.4% |
| 0.25 | 3 | 1.5% |
| 0.29 | 1 | 0.5% |
| 0.3 | 41 | |
| 0.3 | 1 | 0.5% |
| 0.33 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| 0.9 | 1 | 0.5% |
| 0.8 | 4 | 2.0% |
| 0.76 | 2 | 1.0% |
| 0.75 | 1 | 0.5% |
| 0.7 | 10 | |
| 0.69 | 1 | 0.5% |
| 0.65 | 2 | 1.0% |
| 0.64 | 1 | 0.5% |
| 0.61 | 1 | 0.5% |
| 0.6 | 16 |
| Distinct | 13 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09196078431 |
| Minimum | 0 |
|---|---|
| Maximum | 0.3 |
| Zeros | 22 |
| Zeros (%) | 10.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1 |
| median | 0.1 |
| Q3 | 0.1 |
| 95-th percentile | 0.15 |
| Maximum | 0.3 |
| Range | 0.3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.04239247112 |
|---|---|
| Coefficient of variation (CV) | 0.4609842275 |
| Kurtosis | 3.884897213 |
| Mean | 0.09196078431 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.03359629553 |
| Sum | 18.76 |
| Variance | 0.001797121607 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 145 | |
| 0 | 22 | 10.8% |
| 0.15 | 9 | 4.4% |
| 0.05 | 9 | 4.4% |
| 0.2 | 6 | 2.9% |
| 0.07 | 4 | 2.0% |
| 0.06 | 2 | 1.0% |
| 0.09 | 2 | 1.0% |
| 0.04 | 1 | 0.5% |
| 0.08 | 1 | 0.5% |
| Other values (3) | 3 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 22 | 10.8% |
| 0.04 | 1 | 0.5% |
| 0.05 | 9 | 4.4% |
| 0.06 | 2 | 1.0% |
| 0.07 | 4 | 2.0% |
| 0.08 | 1 | 0.5% |
| 0.09 | 2 | 1.0% |
| 0.1 | 145 | |
| 0.12 | 1 | 0.5% |
| 0.14 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0.3 | 1 | 0.5% |
| 0.2 | 6 | 2.9% |
| 0.15 | 9 | 4.4% |
| 0.14 | 1 | 0.5% |
| 0.12 | 1 | 0.5% |
| 0.1 | 145 | |
| 0.09 | 2 | 1.0% |
| 0.08 | 1 | 0.5% |
| 0.07 | 4 | 2.0% |
| 0.06 | 2 | 1.0% |
| Distinct | 18 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04783333333 |
| Minimum | 0 |
|---|---|
| Maximum | 0.5 |
| Zeros | 143 |
| Zeros (%) | 70.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.05 |
| 95-th percentile | 0.3 |
| Maximum | 0.5 |
| Range | 0.5 |
| Interquartile range (IQR) | 0.05 |
Descriptive statistics
| Standard deviation | 0.09815555999 |
|---|---|
| Coefficient of variation (CV) | 2.052032613 |
| Kurtosis | 5.061809207 |
| Mean | 0.04783333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.32363616 |
| Sum | 9.758 |
| Variance | 0.009634513957 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 143 | |
| 0.1 | 16 | 7.8% |
| 0.2 | 13 | 6.4% |
| 0.01 | 8 | 3.9% |
| 0.4 | 4 | 2.0% |
| 0.3 | 4 | 2.0% |
| 0.05 | 3 | 1.5% |
| 0.06 | 2 | 1.0% |
| 0.15 | 2 | 1.0% |
| 0.16 | 1 | 0.5% |
| Other values (8) | 8 | 3.9% |
| Value | Count | Frequency (%) |
| 0 | 143 | |
| 0.008 | 1 | 0.5% |
| 0.01 | 8 | 3.9% |
| 0.05 | 3 | 1.5% |
| 0.06 | 2 | 1.0% |
| 0.08 | 1 | 0.5% |
| 0.1 | 16 | 7.8% |
| 0.14 | 1 | 0.5% |
| 0.15 | 2 | 1.0% |
| 0.16 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0.5 | 1 | 0.5% |
| 0.4 | 4 | 2.0% |
| 0.35 | 1 | 0.5% |
| 0.33 | 1 | 0.5% |
| 0.31 | 1 | 0.5% |
| 0.3 | 4 | 2.0% |
| 0.23 | 1 | 0.5% |
| 0.2 | 13 | |
| 0.16 | 1 | 0.5% |
| 0.15 | 2 | 1.0% |
| Distinct | 10 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.024509804 |
| Minimum | 1 |
|---|---|
| Maximum | 65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 65 |
| Range | 64 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.175195411 |
|---|---|
| Coefficient of variation (CV) | 2.556270857 |
| Kurtosis | 112.9577565 |
| Mean | 2.024509804 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.92938939 |
| Sum | 413 |
| Variance | 26.78264754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 158 | |
| 2 | 27 | 13.2% |
| 5 | 4 | 2.0% |
| 4 | 4 | 2.0% |
| 11 | 3 | 1.5% |
| 3 | 3 | 1.5% |
| 6 | 2 | 1.0% |
| 65 | 1 | 0.5% |
| 30 | 1 | 0.5% |
| 16 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 158 | |
| 2 | 27 | 13.2% |
| 3 | 3 | 1.5% |
| 4 | 4 | 2.0% |
| 5 | 4 | 2.0% |
| 6 | 2 | 1.0% |
| 11 | 3 | 1.5% |
| 16 | 1 | 0.5% |
| 30 | 1 | 0.5% |
| 65 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 65 | 1 | 0.5% |
| 30 | 1 | 0.5% |
| 16 | 1 | 0.5% |
| 11 | 3 | 1.5% |
| 6 | 2 | 1.0% |
| 5 | 4 | 2.0% |
| 4 | 4 | 2.0% |
| 3 | 3 | 1.5% |
| 2 | 27 | 13.2% |
| 1 | 158 |
CONTRACT_VALUE
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 203 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1203.388787 |
| Minimum | 237.45 |
|---|---|
| Maximum | 13430.77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 237.45 |
|---|---|
| 5-th percentile | 309.353 |
| Q1 | 423.1725 |
| median | 649.195 |
| Q3 | 1203.943178 |
| 95-th percentile | 4294.475 |
| Maximum | 13430.77 |
| Range | 13193.32 |
| Interquartile range (IQR) | 780.7706784 |
Descriptive statistics
| Standard deviation | 1596.026669 |
|---|---|
| Coefficient of variation (CV) | 1.326276833 |
| Kurtosis | 23.15160307 |
| Mean | 1203.388787 |
| Median Absolute Deviation (MAD) | 269.835 |
| Skewness | 4.169360078 |
| Sum | 245491.3125 |
| Variance | 2547301.127 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 519.9 | 2 | 1.0% |
| 861.07 | 1 | 0.5% |
| 393.27 | 1 | 0.5% |
| 1392.44 | 1 | 0.5% |
| 830.47 | 1 | 0.5% |
| 376.01 | 1 | 0.5% |
| 310.33 | 1 | 0.5% |
| 423.59 | 1 | 0.5% |
| 698.27 | 1 | 0.5% |
| 482.61 | 1 | 0.5% |
| Other values (193) | 193 |
| Value | Count | Frequency (%) |
| 237.45 | 1 | |
| 277.64 | 1 | |
| 280 | 1 | |
| 281.65 | 1 | |
| 287.4 | 1 | |
| 288 | 1 | |
| 288.66 | 1 | |
| 291.46 | 1 | |
| 295.81 | 1 | |
| 305.72 | 1 |
| Value | Count | Frequency (%) |
| 13430.77 | 1 | |
| 10302.16 | 1 | |
| 8131.17 | 1 | |
| 5819.03 | 1 | |
| 5377.178864 | 1 | |
| 5144.46 | 1 | |
| 5136.19 | 1 | |
| 4704.56 | 1 | |
| 4573.02 | 1 | |
| 4379.25 | 1 |
| Distinct | 134 |
|---|---|
| Distinct (%) | 65.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.2162089003 |
| Minimum | -6.5456 |
|---|---|
| Maximum | 0.0001 |
| Zeros | 49 |
| Zeros (%) | 24.0% |
| Negative | 154 |
| Negative (%) | 75.5% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -6.5456 |
|---|---|
| 5-th percentile | -1.13973 |
| Q1 | -0.07002140153 |
| median | -0.0096 |
| Q3 | -0.0001 |
| 95-th percentile | 0 |
| Maximum | 0.0001 |
| Range | 6.5457 |
| Interquartile range (IQR) | 0.06992140153 |
Descriptive statistics
| Standard deviation | 0.7230896794 |
|---|---|
| Coefficient of variation (CV) | -3.344402928 |
| Kurtosis | 40.16723524 |
| Mean | -0.2162089003 |
| Median Absolute Deviation (MAD) | 0.0096 |
| Skewness | -5.7696287 |
| Sum | -44.10661567 |
| Variance | 0.5228586844 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49 | 24.0% |
| -0.0003 | 4 | 2.0% |
| -0.0001 | 4 | 2.0% |
| -0.0002 | 4 | 2.0% |
| -0.0051 | 3 | 1.5% |
| -0.026 | 2 | 1.0% |
| -0.0096 | 2 | 1.0% |
| -0.0106 | 2 | 1.0% |
| -0.0274 | 2 | 1.0% |
| -0.0257 | 2 | 1.0% |
| Other values (124) | 130 |
| Value | Count | Frequency (%) |
| -6.5456 | 1 | |
| -5.1131 | 1 | |
| -2.842003104 | 1 | |
| -2.7653 | 1 | |
| -2.221371647 | 1 | |
| -2.1281 | 1 | |
| -2.0177 | 1 | |
| -1.9007 | 1 | |
| -1.7903 | 1 | |
| -1.3289 | 1 |
| Value | Count | Frequency (%) |
| 0.0001 | 1 | 0.5% |
| 0 | 49 | |
| -0.0001 | 4 | 2.0% |
| -0.0002 | 4 | 2.0% |
| -0.0003 | 4 | 2.0% |
| -0.0004 | 2 | 1.0% |
| -0.0005 | 2 | 1.0% |
| -0.0006285394736 | 1 | 0.5% |
| -0.0007 | 2 | 1.0% |
| -0.0008 | 1 | 0.5% |
ADDITIONAL_COST
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 70 |
|---|---|
| Distinct (%) | 34.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.62905632 |
| Minimum | 0 |
|---|---|
| Maximum | 2249.93 |
| Zeros | 134 |
| Zeros (%) | 65.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 47.2825 |
| 95-th percentile | 361.9736359 |
| Maximum | 2249.93 |
| Range | 2249.93 |
| Interquartile range (IQR) | 47.2825 |
Descriptive statistics
| Standard deviation | 236.9827735 |
|---|---|
| Coefficient of variation (CV) | 2.800253055 |
| Kurtosis | 38.32319388 |
| Mean | 84.62905632 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.374351597 |
| Sum | 17264.32749 |
| Variance | 56160.83493 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 134 | |
| 124.16 | 2 | 1.0% |
| 153.74 | 1 | 0.5% |
| 57.98 | 1 | 0.5% |
| 550.16 | 1 | 0.5% |
| 461.85 | 1 | 0.5% |
| 279.5 | 1 | 0.5% |
| 28.18 | 1 | 0.5% |
| 201.98 | 1 | 0.5% |
| 41.13 | 1 | 0.5% |
| Other values (60) | 60 |
| Value | Count | Frequency (%) |
| 0 | 134 | |
| 10.28 | 1 | 0.5% |
| 12.16 | 1 | 0.5% |
| 13.21 | 1 | 0.5% |
| 15.68 | 1 | 0.5% |
| 20.33 | 1 | 0.5% |
| 24.35 | 1 | 0.5% |
| 25.20609794 | 1 | 0.5% |
| 25.25 | 1 | 0.5% |
| 25.72 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 2249.93 | 1 | |
| 1174.569751 | 1 | |
| 1025.27 | 1 | |
| 931.17 | 1 | |
| 840.65 | 1 | |
| 828.98 | 1 | |
| 800.3 | 1 | |
| 550.16 | 1 | |
| 461.85 | 1 | |
| 443.92 | 1 |
| Distinct | 203 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1288.017892 |
| Minimum | 277.64 |
|---|---|
| Maximum | 13430.77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 277.64 |
|---|---|
| 5-th percentile | 317.1625 |
| Q1 | 463.9 |
| median | 685.865 |
| Q3 | 1279.8825 |
| 95-th percentile | 4373.5155 |
| Maximum | 13430.77 |
| Range | 13153.13 |
| Interquartile range (IQR) | 815.9825 |
Descriptive statistics
| Standard deviation | 1669.854833 |
|---|---|
| Coefficient of variation (CV) | 1.296453134 |
| Kurtosis | 19.30650787 |
| Mean | 1288.017892 |
| Median Absolute Deviation (MAD) | 302.02 |
| Skewness | 3.846118352 |
| Sum | 262755.65 |
| Variance | 2788415.164 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 519.9 | 2 | 1.0% |
| 1014.81 | 1 | 0.5% |
| 393.27 | 1 | 0.5% |
| 1450.42 | 1 | 0.5% |
| 830.47 | 1 | 0.5% |
| 376.01 | 1 | 0.5% |
| 351.46 | 1 | 0.5% |
| 625.57 | 1 | 0.5% |
| 698.27 | 1 | 0.5% |
| 482.61 | 1 | 0.5% |
| Other values (193) | 193 |
| Value | Count | Frequency (%) |
| 277.64 | 1 | |
| 280 | 1 | |
| 281.65 | 1 | |
| 287.4 | 1 | |
| 288 | 1 | |
| 288.66 | 1 | |
| 295.81 | 1 | |
| 305.72 | 1 | |
| 309.2 | 1 | |
| 316.15 | 1 |
| Value | Count | Frequency (%) |
| 13430.77 | 1 | |
| 10302.16 | 1 | |
| 8131.17 | 1 | |
| 7386.12 | 1 | |
| 6369.19 | 1 | |
| 6075.63 | 1 | |
| 5377.178864 | 1 | |
| 4871.37 | 1 | |
| 4704.56 | 1 | |
| 4573.02 | 1 |
ADDITIONAL_TIME
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 40 |
|---|---|
| Distinct (%) | 19.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.40686275 |
| Minimum | 0 |
|---|---|
| Maximum | 295 |
| Zeros | 119 |
| Zeros (%) | 58.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 39.25 |
| 95-th percentile | 120 |
| Maximum | 295 |
| Range | 295 |
| Interquartile range (IQR) | 39.25 |
Descriptive statistics
| Standard deviation | 46.77328352 |
|---|---|
| Coefficient of variation (CV) | 1.771254843 |
| Kurtosis | 10.33251921 |
| Mean | 26.40686275 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.821199179 |
| Sum | 5387 |
| Variance | 2187.740051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 119 | |
| 30 | 18 | 8.8% |
| 45 | 8 | 3.9% |
| 60 | 8 | 3.9% |
| 75 | 5 | 2.5% |
| 90 | 4 | 2.0% |
| 15 | 3 | 1.5% |
| 40 | 3 | 1.5% |
| 120 | 3 | 1.5% |
| 20 | 2 | 1.0% |
| Other values (30) | 31 | 15.2% |
| Value | Count | Frequency (%) |
| 0 | 119 | |
| 6 | 1 | 0.5% |
| 7 | 1 | 0.5% |
| 10 | 1 | 0.5% |
| 11 | 1 | 0.5% |
| 14 | 1 | 0.5% |
| 15 | 3 | 1.5% |
| 20 | 2 | 1.0% |
| 22 | 1 | 0.5% |
| 23 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 295 | 1 | 0.5% |
| 280 | 1 | 0.5% |
| 211 | 1 | 0.5% |
| 190 | 1 | 0.5% |
| 150 | 2 | |
| 135 | 1 | 0.5% |
| 132 | 1 | 0.5% |
| 129 | 1 | 0.5% |
| 121 | 1 | 0.5% |
| 120 | 3 |
FINAL_DEADLINE
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 56 |
|---|---|
| Distinct (%) | 27.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 132.2647059 |
| Minimum | 10 |
|---|---|
| Maximum | 900 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 57.45 |
| Q1 | 90 |
| median | 120 |
| Q3 | 150 |
| 95-th percentile | 267.75 |
| Maximum | 900 |
| Range | 890 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 86.04918132 |
|---|---|
| Coefficient of variation (CV) | 0.650583092 |
| Kurtosis | 31.26267603 |
| Mean | 132.2647059 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 4.18698421 |
| Sum | 26982 |
| Variance | 7404.461605 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 48 | |
| 120 | 31 | |
| 150 | 18 | 8.8% |
| 60 | 16 | 7.8% |
| 180 | 11 | 5.4% |
| 135 | 7 | 3.4% |
| 165 | 5 | 2.5% |
| 75 | 5 | 2.5% |
| 240 | 4 | 2.0% |
| 30 | 4 | 2.0% |
| Other values (46) | 55 |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.5% |
| 30 | 4 | 2.0% |
| 35 | 2 | 1.0% |
| 45 | 2 | 1.0% |
| 53 | 1 | 0.5% |
| 57 | 1 | 0.5% |
| 60 | 16 | |
| 69 | 1 | 0.5% |
| 70 | 1 | 0.5% |
| 75 | 5 | 2.5% |
| Value | Count | Frequency (%) |
| 900 | 1 | |
| 390 | 1 | |
| 385 | 1 | |
| 370 | 1 | |
| 360 | 1 | |
| 341 | 1 | |
| 330 | 1 | |
| 300 | 1 | |
| 286 | 2 | |
| 270 | 1 |
| Distinct | 63 |
|---|---|
| Distinct (%) | 30.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3502941176 |
| Minimum | 0 |
|---|---|
| Maximum | 5.39 |
| Zeros | 129 |
| Zeros (%) | 63.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.3475 |
| 95-th percentile | 1.534 |
| Maximum | 5.39 |
| Range | 5.39 |
| Interquartile range (IQR) | 0.3475 |
Descriptive statistics
| Standard deviation | 0.8221457205 |
|---|---|
| Coefficient of variation (CV) | 2.347015491 |
| Kurtosis | 17.84707064 |
| Mean | 0.3502941176 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.968403383 |
| Sum | 71.46 |
| Variance | 0.6759235858 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 129 | |
| 0.25 | 3 | 1.5% |
| 0.69 | 2 | 1.0% |
| 0.29 | 2 | 1.0% |
| 0.77 | 2 | 1.0% |
| 0.45 | 2 | 1.0% |
| 0.1 | 2 | 1.0% |
| 0.27 | 2 | 1.0% |
| 0.63 | 2 | 1.0% |
| 0.23 | 2 | 1.0% |
| Other values (53) | 56 |
| Value | Count | Frequency (%) |
| 0 | 129 | |
| 0.1 | 2 | 1.0% |
| 0.14 | 1 | 0.5% |
| 0.15 | 1 | 0.5% |
| 0.16 | 1 | 0.5% |
| 0.18 | 1 | 0.5% |
| 0.21 | 1 | 0.5% |
| 0.23 | 2 | 1.0% |
| 0.25 | 3 | 1.5% |
| 0.27 | 2 | 1.0% |
| Value | Count | Frequency (%) |
| 5.39 | 1 | |
| 5.1 | 1 | |
| 4.29 | 1 | |
| 4.17 | 1 | |
| 3.97 | 1 | |
| 2.88 | 1 | |
| 2.78 | 1 | |
| 1.93 | 1 | |
| 1.89 | 1 | |
| 1.87 | 1 |
| Distinct | 158 |
|---|---|
| Distinct (%) | 77.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.50764706 |
| Minimum | 34.9 |
|---|---|
| Maximum | 94.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 34.9 |
|---|---|
| 5-th percentile | 45.845 |
| Q1 | 59.03 |
| median | 74.51 |
| Q3 | 81.795 |
| 95-th percentile | 88.19 |
| Maximum | 94.5 |
| Range | 59.6 |
| Interquartile range (IQR) | 22.765 |
Descriptive statistics
| Standard deviation | 13.95389115 |
|---|---|
| Coefficient of variation (CV) | 0.1979060674 |
| Kurtosis | -0.7509737908 |
| Mean | 70.50764706 |
| Median Absolute Deviation (MAD) | 8.73 |
| Skewness | -0.5727021834 |
| Sum | 14383.56 |
| Variance | 194.7110782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 88.19 | 4 | 2.0% |
| 82.77 | 4 | 2.0% |
| 50.1 | 3 | 1.5% |
| 76.89 | 3 | 1.5% |
| 62.92 | 3 | 1.5% |
| 86.59 | 3 | 1.5% |
| 84.87 | 3 | 1.5% |
| 82.89 | 3 | 1.5% |
| 51.1 | 3 | 1.5% |
| 77.39 | 2 | 1.0% |
| Other values (148) | 173 |
| Value | Count | Frequency (%) |
| 34.9 | 1 | |
| 39.1 | 1 | |
| 39.4 | 1 | |
| 40.18 | 1 | |
| 40.7 | 1 | |
| 41.3 | 1 | |
| 44 | 1 | |
| 44.9 | 2 | |
| 45.5 | 1 | |
| 45.8 | 1 |
| Value | Count | Frequency (%) |
| 94.5 | 2 | |
| 90.62 | 1 | 0.5% |
| 90.4 | 1 | 0.5% |
| 89.77 | 2 | |
| 89.58 | 1 | 0.5% |
| 88.34 | 1 | 0.5% |
| 88.21 | 2 | |
| 88.19 | 4 | |
| 87.27 | 1 | 0.5% |
| 86.82 | 1 | 0.5% |
CONTRACTOR
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| CONSORTIUM | |
|---|---|
| COMPANY | |
| INDIVIDUAL |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.029411765 |
| Min length | 7 |
Characters and Unicode
| Total characters | 1842 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | INDIVIDUAL |
|---|---|
| 2nd row | INDIVIDUAL |
| 3rd row | COMPANY |
| 4th row | CONSORTIUM |
| 5th row | CONSORTIUM |
Common Values
| Value | Count | Frequency (%) |
| CONSORTIUM | 83 | |
| COMPANY | 66 | |
| INDIVIDUAL | 55 |
Length
Pie chart
| Value | Count | Frequency (%) |
| consortium | 83 | |
| company | 66 | |
| individual | 55 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 248 | |
| O | 232 | |
| N | 204 | |
| C | 149 | |
| M | 149 | |
| U | 138 | |
| A | 121 | 6.6% |
| D | 110 | 6.0% |
| S | 83 | 4.5% |
| R | 83 | 4.5% |
| Other values (5) | 325 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1842 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 248 | |
| O | 232 | |
| N | 204 | |
| C | 149 | |
| M | 149 | |
| U | 138 | |
| A | 121 | 6.6% |
| D | 110 | 6.0% |
| S | 83 | 4.5% |
| R | 83 | 4.5% |
| Other values (5) | 325 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1842 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 248 | |
| O | 232 | |
| N | 204 | |
| C | 149 | |
| M | 149 | |
| U | 138 | |
| A | 121 | 6.6% |
| D | 110 | 6.0% |
| S | 83 | 4.5% |
| R | 83 | 4.5% |
| Other values (5) | 325 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1842 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 248 | |
| O | 232 | |
| N | 204 | |
| C | 149 | |
| M | 149 | |
| U | 138 | |
| A | 121 | 6.6% |
| D | 110 | 6.0% |
| S | 83 | 4.5% |
| R | 83 | 4.5% |
| Other values (5) | 325 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| PRICE | |
|---|---|
| TECHNICAL | |
| OTHER |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 6.470588235 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1320 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PRICE |
|---|---|
| 2nd row | TECHNICAL |
| 3rd row | PRICE |
| 4th row | PRICE |
| 5th row | TECHNICAL |
Common Values
| Value | Count | Frequency (%) |
| PRICE | 113 | |
| TECHNICAL | 75 | |
| OTHER | 16 | 7.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| price | 113 | |
| technical | 75 | |
| other | 16 | 7.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 263 | |
| E | 204 | |
| I | 188 | |
| R | 129 | |
| P | 113 | |
| T | 91 | 6.9% |
| H | 91 | 6.9% |
| N | 75 | 5.7% |
| A | 75 | 5.7% |
| L | 75 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1320 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 263 | |
| E | 204 | |
| I | 188 | |
| R | 129 | |
| P | 113 | |
| T | 91 | 6.9% |
| H | 91 | 6.9% |
| N | 75 | 5.7% |
| A | 75 | 5.7% |
| L | 75 | 5.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1320 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| C | 263 | |
| E | 204 | |
| I | 188 | |
| R | 129 | |
| P | 113 | |
| T | 91 | 6.9% |
| H | 91 | 6.9% |
| N | 75 | 5.7% |
| A | 75 | 5.7% |
| L | 75 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1320 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 263 | |
| E | 204 | |
| I | 188 | |
| R | 129 | |
| P | 113 | |
| T | 91 | 6.9% |
| H | 91 | 6.9% |
| N | 75 | 5.7% |
| A | 75 | 5.7% |
| L | 75 | 5.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| OTHER | |
|---|---|
| NATIONAL_INDUSTRY |
Length
| Max length | 17 |
|---|---|
| Median length | 5 |
| Mean length | 7.058823529 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1440 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NATIONAL_INDUSTRY |
|---|---|
| 2nd row | OTHER |
| 3rd row | OTHER |
| 4th row | OTHER |
| 5th row | NATIONAL_INDUSTRY |
Common Values
| Value | Count | Frequency (%) |
| OTHER | 169 | |
| NATIONAL_INDUSTRY | 35 | 17.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| other | 169 | |
| national_industry | 35 | 17.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 239 | |
| O | 204 | |
| R | 204 | |
| H | 169 | |
| E | 169 | |
| N | 105 | |
| A | 70 | 4.9% |
| I | 70 | 4.9% |
| L | 35 | 2.4% |
| _ | 35 | 2.4% |
| Other values (4) | 140 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1405 | |
| Connector Punctuation | 35 | 2.4% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 239 | |
| O | 204 | |
| R | 204 | |
| H | 169 | |
| E | 169 | |
| N | 105 | |
| A | 70 | 5.0% |
| I | 70 | 5.0% |
| L | 35 | 2.5% |
| D | 35 | 2.5% |
| Other values (3) | 105 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 35 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1405 | |
| Common | 35 | 2.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 239 | |
| O | 204 | |
| R | 204 | |
| H | 169 | |
| E | 169 | |
| N | 105 | |
| A | 70 | 5.0% |
| I | 70 | 5.0% |
| L | 35 | 2.5% |
| D | 35 | 2.5% |
| Other values (3) | 105 |
Common
| Value | Count | Frequency (%) |
| _ | 35 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1440 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 239 | |
| O | 204 | |
| R | 204 | |
| H | 169 | |
| E | 169 | |
| N | 105 | |
| A | 70 | 4.9% |
| I | 70 | 4.9% |
| L | 35 | 2.4% |
| _ | 35 | 2.4% |
| Other values (4) | 140 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| Y_2015 | |
|---|---|
| Y_2017 | |
| Y_2018 | |
| Y_2016 | |
| Y_2019 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1224 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y_2016 |
|---|---|
| 2nd row | Y_2017 |
| 3rd row | Y_2017 |
| 4th row | Y_2018 |
| 5th row | Y_2015 |
Common Values
| Value | Count | Frequency (%) |
| Y_2015 | 70 | |
| Y_2017 | 50 | |
| Y_2018 | 38 | |
| Y_2016 | 30 | |
| Y_2019 | 16 | 7.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| y_2015 | 70 | |
| y_2017 | 50 | |
| y_2018 | 38 | |
| y_2016 | 30 | |
| y_2019 | 16 | 7.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| Y | 204 | |
| _ | 204 | |
| 2 | 204 | |
| 0 | 204 | |
| 1 | 204 | |
| 5 | 70 | 5.7% |
| 7 | 50 | 4.1% |
| 8 | 38 | 3.1% |
| 6 | 30 | 2.5% |
| 9 | 16 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 816 | |
| Uppercase Letter | 204 | 16.7% |
| Connector Punctuation | 204 | 16.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 204 | |
| 0 | 204 | |
| 1 | 204 | |
| 5 | 70 | 8.6% |
| 7 | 50 | 6.1% |
| 8 | 38 | 4.7% |
| 6 | 30 | 3.7% |
| 9 | 16 | 2.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| Y | 204 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 204 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1020 | |
| Latin | 204 | 16.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| _ | 204 | |
| 2 | 204 | |
| 0 | 204 | |
| 1 | 204 | |
| 5 | 70 | 6.9% |
| 7 | 50 | 4.9% |
| 8 | 38 | 3.7% |
| 6 | 30 | 2.9% |
| 9 | 16 | 1.6% |
Latin
| Value | Count | Frequency (%) |
| Y | 204 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1224 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| Y | 204 | |
| _ | 204 | |
| 2 | 204 | |
| 0 | 204 | |
| 1 | 204 | |
| 5 | 70 | 5.7% |
| 7 | 50 | 4.1% |
| 8 | 38 | 3.1% |
| 6 | 30 | 2.5% |
| 9 | 16 | 1.3% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| OUTSTANDING | |
|---|---|
| SATISFACTORY | |
| LOW | |
| MEDIUM |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 8.578431373 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1750 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SATISFACTORY |
|---|---|
| 2nd row | SATISFACTORY |
| 3rd row | OUTSTANDING |
| 4th row | LOW |
| 5th row | SATISFACTORY |
Common Values
| Value | Count | Frequency (%) |
| OUTSTANDING | 65 | |
| SATISFACTORY | 59 | |
| LOW | 51 | |
| MEDIUM | 29 |
Length
Pie chart
| Value | Count | Frequency (%) |
| outstanding | 65 | |
| satisfactory | 59 | |
| low | 51 | |
| medium | 29 |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 248 | |
| S | 183 | |
| A | 183 | |
| O | 175 | |
| I | 153 | |
| N | 130 | 7.4% |
| U | 94 | 5.4% |
| D | 94 | 5.4% |
| G | 65 | 3.7% |
| F | 59 | 3.4% |
| Other values (7) | 366 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1750 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 248 | |
| S | 183 | |
| A | 183 | |
| O | 175 | |
| I | 153 | |
| N | 130 | 7.4% |
| U | 94 | 5.4% |
| D | 94 | 5.4% |
| G | 65 | 3.7% |
| F | 59 | 3.4% |
| Other values (7) | 366 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1750 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 248 | |
| S | 183 | |
| A | 183 | |
| O | 175 | |
| I | 153 | |
| N | 130 | 7.4% |
| U | 94 | 5.4% |
| D | 94 | 5.4% |
| G | 65 | 3.7% |
| F | 59 | 3.4% |
| Other values (7) | 366 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1750 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 248 | |
| S | 183 | |
| A | 183 | |
| O | 175 | |
| I | 153 | |
| N | 130 | 7.4% |
| U | 94 | 5.4% |
| D | 94 | 5.4% |
| G | 65 | 3.7% |
| F | 59 | 3.4% |
| Other values (7) | 366 |
CONTRACT_TYPE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| MAINTEINANCE | |
|---|---|
| CONSTRUCTION |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 12 |
| Min length | 12 |
Characters and Unicode
| Total characters | 2448 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CONSTRUCTION |
|---|---|
| 2nd row | MAINTEINANCE |
| 3rd row | MAINTEINANCE |
| 4th row | MAINTEINANCE |
| 5th row | MAINTEINANCE |
Common Values
| Value | Count | Frequency (%) |
| MAINTEINANCE | 130 | |
| CONSTRUCTION | 74 |
Length
Pie chart
| Value | Count | Frequency (%) |
| mainteinance | 130 | |
| construction | 74 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 538 | |
| I | 334 | |
| T | 278 | |
| C | 278 | |
| A | 260 | |
| E | 260 | |
| O | 148 | 6.0% |
| M | 130 | 5.3% |
| S | 74 | 3.0% |
| R | 74 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2448 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 538 | |
| I | 334 | |
| T | 278 | |
| C | 278 | |
| A | 260 | |
| E | 260 | |
| O | 148 | 6.0% |
| M | 130 | 5.3% |
| S | 74 | 3.0% |
| R | 74 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2448 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 538 | |
| I | 334 | |
| T | 278 | |
| C | 278 | |
| A | 260 | |
| E | 260 | |
| O | 148 | 6.0% |
| M | 130 | 5.3% |
| S | 74 | 3.0% |
| R | 74 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2448 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 538 | |
| I | 334 | |
| T | 278 | |
| C | 278 | |
| A | 260 | |
| E | 260 | |
| O | 148 | 6.0% |
| M | 130 | 5.3% |
| S | 74 | 3.0% |
| R | 74 | 3.0% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| TYPE_6 | |
|---|---|
| OTHER | |
| TYPE_5 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.857843137 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1195 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TYPE_6 |
|---|---|
| 2nd row | TYPE_6 |
| 3rd row | TYPE_6 |
| 4th row | TYPE_6 |
| 5th row | TYPE_6 |
Common Values
| Value | Count | Frequency (%) |
| TYPE_6 | 156 | |
| OTHER | 29 | 14.2% |
| TYPE_5 | 19 | 9.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| type_6 | 156 | |
| other | 29 | 14.2% |
| type_5 | 19 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 204 | |
| E | 204 | |
| Y | 175 | |
| P | 175 | |
| _ | 175 | |
| 6 | 156 | |
| O | 29 | 2.4% |
| H | 29 | 2.4% |
| R | 29 | 2.4% |
| 5 | 19 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 845 | |
| Connector Punctuation | 175 | 14.6% |
| Decimal Number | 175 | 14.6% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 204 | |
| E | 204 | |
| Y | 175 | |
| P | 175 | |
| O | 29 | 3.4% |
| H | 29 | 3.4% |
| R | 29 | 3.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 156 | |
| 5 | 19 | 10.9% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 175 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 845 | |
| Common | 350 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 204 | |
| E | 204 | |
| Y | 175 | |
| P | 175 | |
| O | 29 | 3.4% |
| H | 29 | 3.4% |
| R | 29 | 3.4% |
Common
| Value | Count | Frequency (%) |
| _ | 175 | |
| 6 | 156 | |
| 5 | 19 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1195 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 204 | |
| E | 204 | |
| Y | 175 | |
| P | 175 | |
| _ | 175 | |
| 6 | 156 | |
| O | 29 | 2.4% |
| H | 29 | 2.4% |
| R | 29 | 2.4% |
| 5 | 19 | 1.6% |
| Distinct | 25 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| CUNDINAMARCA | |
|---|---|
| BOYACA | |
| ANTIOQUIA | |
| SANTANDER | |
| CORDOBA | |
| Other values (20) |
Length
| Max length | 15 |
|---|---|
| Median length | 9 |
| Mean length | 8.509803922 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1736 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 2.5% |
Sample
| 1st row | MAGDALENA |
|---|---|
| 2nd row | BOYACA |
| 3rd row | ANTIOQUIA |
| 4th row | TOLIMA |
| 5th row | BOYACA |
Common Values
| Value | Count | Frequency (%) |
| CUNDINAMARCA | 39 | |
| BOYACA | 39 | |
| ANTIOQUIA | 31 | |
| SANTANDER | 25 | |
| CORDOBA | 13 | 6.4% |
| NORTE_SANTANDER | 7 | 3.4% |
| TOLIMA | 7 | 3.4% |
| CASANARE | 7 | 3.4% |
| CAUCA | 4 | 2.0% |
| ARAUCA | 4 | 2.0% |
| Other values (15) | 28 |
Length
| Value | Count | Frequency (%) |
| cundinamarca | 39 | |
| boyaca | 39 | |
| antioquia | 31 | |
| santander | 25 | |
| cordoba | 13 | 6.4% |
| norte_santander | 7 | 3.4% |
| tolima | 7 | 3.4% |
| casanare | 7 | 3.4% |
| cauca | 4 | 2.0% |
| arauca | 4 | 2.0% |
| Other values (15) | 28 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 425 | |
| N | 194 | |
| C | 165 | 9.5% |
| I | 119 | 6.9% |
| O | 117 | 6.7% |
| R | 114 | 6.6% |
| U | 96 | 5.5% |
| D | 87 | 5.0% |
| T | 83 | 4.8% |
| E | 63 | 3.6% |
| Other values (12) | 273 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1726 | |
| Connector Punctuation | 10 | 0.6% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 425 | |
| N | 194 | |
| C | 165 | 9.6% |
| I | 119 | 6.9% |
| O | 117 | 6.8% |
| R | 114 | 6.6% |
| U | 96 | 5.6% |
| D | 87 | 5.0% |
| T | 83 | 4.8% |
| E | 63 | 3.7% |
| Other values (11) | 263 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1726 | |
| Common | 10 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 425 | |
| N | 194 | |
| C | 165 | 9.6% |
| I | 119 | 6.9% |
| O | 117 | 6.8% |
| R | 114 | 6.6% |
| U | 96 | 5.6% |
| D | 87 | 5.0% |
| T | 83 | 4.8% |
| E | 63 | 3.7% |
| Other values (11) | 263 |
Common
| Value | Count | Frequency (%) |
| _ | 10 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1736 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 425 | |
| N | 194 | |
| C | 165 | 9.5% |
| I | 119 | 6.9% |
| O | 117 | 6.7% |
| R | 114 | 6.6% |
| U | 96 | 5.5% |
| D | 87 | 5.0% |
| T | 83 | 4.8% |
| E | 63 | 3.6% |
| Other values (12) | 273 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| ANDINA | |
|---|---|
| CARIBE | |
| ORINOQUIA | 13 |
| PACIFICA | 10 |
| AMAZONIA | 8 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.367647059 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1299 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CARIBE |
|---|---|
| 2nd row | ANDINA |
| 3rd row | ANDINA |
| 4th row | ANDINA |
| 5th row | ANDINA |
Common Values
| Value | Count | Frequency (%) |
| ANDINA | 151 | |
| CARIBE | 22 | 10.8% |
| ORINOQUIA | 13 | 6.4% |
| PACIFICA | 10 | 4.9% |
| AMAZONIA | 8 | 3.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| andina | 151 | |
| caribe | 22 | 10.8% |
| orinoquia | 13 | 6.4% |
| pacifica | 10 | 4.9% |
| amazonia | 8 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 381 | |
| N | 323 | |
| I | 227 | |
| D | 151 | 11.6% |
| C | 42 | 3.2% |
| R | 35 | 2.7% |
| O | 34 | 2.6% |
| B | 22 | 1.7% |
| E | 22 | 1.7% |
| Q | 13 | 1.0% |
| Other values (5) | 49 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1299 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 381 | |
| N | 323 | |
| I | 227 | |
| D | 151 | 11.6% |
| C | 42 | 3.2% |
| R | 35 | 2.7% |
| O | 34 | 2.6% |
| B | 22 | 1.7% |
| E | 22 | 1.7% |
| Q | 13 | 1.0% |
| Other values (5) | 49 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1299 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 381 | |
| N | 323 | |
| I | 227 | |
| D | 151 | 11.6% |
| C | 42 | 3.2% |
| R | 35 | 2.7% |
| O | 34 | 2.6% |
| B | 22 | 1.7% |
| E | 22 | 1.7% |
| Q | 13 | 1.0% |
| Other values (5) | 49 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1299 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 381 | |
| N | 323 | |
| I | 227 | |
| D | 151 | 11.6% |
| C | 42 | 3.2% |
| R | 35 | 2.7% |
| O | 34 | 2.6% |
| B | 22 | 1.7% |
| E | 22 | 1.7% |
| Q | 13 | 1.0% |
| Other values (5) | 49 | 3.8% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| CENTRO_ORIENTE | |
|---|---|
| EJE_CAFETERO | |
| CARIBE | |
| LLANO | |
| CENTRO_SUR |
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 11.5245098 |
| Min length | 5 |
Characters and Unicode
| Total characters | 2351 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CARIBE |
|---|---|
| 2nd row | CENTRO_ORIENTE |
| 3rd row | EJE_CAFETERO |
| 4th row | CENTRO_SUR |
| 5th row | CENTRO_ORIENTE |
Common Values
| Value | Count | Frequency (%) |
| CENTRO_ORIENTE | 110 | |
| EJE_CAFETERO | 32 | 15.7% |
| CARIBE | 22 | 10.8% |
| LLANO | 17 | 8.3% |
| CENTRO_SUR | 13 | 6.4% |
| PACIFICO | 10 | 4.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| centro_oriente | 110 | |
| eje_cafetero | 32 | 15.7% |
| caribe | 22 | 10.8% |
| llano | 17 | 8.3% |
| centro_sur | 13 | 6.4% |
| pacifico | 10 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 493 | |
| R | 300 | |
| O | 292 | |
| T | 265 | |
| N | 250 | |
| C | 197 | 8.4% |
| _ | 155 | 6.6% |
| I | 152 | 6.5% |
| A | 81 | 3.4% |
| F | 42 | 1.8% |
| Other values (6) | 124 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2196 | |
| Connector Punctuation | 155 | 6.6% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 493 | |
| R | 300 | |
| O | 292 | |
| T | 265 | |
| N | 250 | |
| C | 197 | 9.0% |
| I | 152 | 6.9% |
| A | 81 | 3.7% |
| F | 42 | 1.9% |
| L | 34 | 1.5% |
| Other values (5) | 90 | 4.1% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 155 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2196 | |
| Common | 155 | 6.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 493 | |
| R | 300 | |
| O | 292 | |
| T | 265 | |
| N | 250 | |
| C | 197 | 9.0% |
| I | 152 | 6.9% |
| A | 81 | 3.7% |
| F | 42 | 1.9% |
| L | 34 | 1.5% |
| Other values (5) | 90 | 4.1% |
Common
| Value | Count | Frequency (%) |
| _ | 155 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 493 | |
| R | 300 | |
| O | 292 | |
| T | 265 | |
| N | 250 | |
| C | 197 | 8.4% |
| _ | 155 | 6.6% |
| I | 152 | 6.5% |
| A | 81 | 3.4% |
| F | 42 | 1.8% |
| Other values (6) | 124 | 5.3% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| MUNICIPALITY | |
|---|---|
| DEPARTMENT_GOVERNMENT | 7 |
| OTHER | 2 |
Length
| Max length | 21 |
|---|---|
| Median length | 12 |
| Mean length | 12.24019608 |
| Min length | 5 |
Characters and Unicode
| Total characters | 2497 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MUNICIPALITY |
|---|---|
| 2nd row | MUNICIPALITY |
| 3rd row | MUNICIPALITY |
| 4th row | MUNICIPALITY |
| 5th row | MUNICIPALITY |
Common Values
| Value | Count | Frequency (%) |
| MUNICIPALITY | 195 | |
| DEPARTMENT_GOVERNMENT | 7 | 3.4% |
| OTHER | 2 | 1.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| municipality | 195 | |
| department_government | 7 | 3.4% |
| other | 2 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 585 | |
| T | 218 | 8.7% |
| N | 216 | 8.7% |
| M | 209 | 8.4% |
| P | 202 | 8.1% |
| A | 202 | 8.1% |
| U | 195 | 7.8% |
| Y | 195 | 7.8% |
| L | 195 | 7.8% |
| C | 195 | 7.8% |
| Other values (8) | 85 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2490 | |
| Connector Punctuation | 7 | 0.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 585 | |
| T | 218 | 8.8% |
| N | 216 | 8.7% |
| M | 209 | 8.4% |
| P | 202 | 8.1% |
| A | 202 | 8.1% |
| U | 195 | 7.8% |
| Y | 195 | 7.8% |
| L | 195 | 7.8% |
| C | 195 | 7.8% |
| Other values (7) | 78 | 3.1% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2490 | |
| Common | 7 | 0.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 585 | |
| T | 218 | 8.8% |
| N | 216 | 8.7% |
| M | 209 | 8.4% |
| P | 202 | 8.1% |
| A | 202 | 8.1% |
| U | 195 | 7.8% |
| Y | 195 | 7.8% |
| L | 195 | 7.8% |
| C | 195 | 7.8% |
| Other values (7) | 78 | 3.1% |
Common
| Value | Count | Frequency (%) |
| _ | 7 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2497 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 585 | |
| T | 218 | 8.7% |
| N | 216 | 8.7% |
| M | 209 | 8.4% |
| P | 202 | 8.1% |
| A | 202 | 8.1% |
| U | 195 | 7.8% |
| Y | 195 | 7.8% |
| L | 195 | 7.8% |
| C | 195 | 7.8% |
| Other values (8) | 85 | 3.4% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| NO_DEVIATION | |
|---|---|
| BOTH | |
| TIME_DEVIATION | |
| COST_DEVIATION |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 10.87254902 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2218 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BOTH |
|---|---|
| 2nd row | COST_DEVIATION |
| 3rd row | TIME_DEVIATION |
| 4th row | NO_DEVIATION |
| 5th row | NO_DEVIATION |
Common Values
| Value | Count | Frequency (%) |
| NO_DEVIATION | 94 | |
| BOTH | 45 | |
| TIME_DEVIATION | 40 | |
| COST_DEVIATION | 25 | 12.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| no_deviation | 94 | |
| both | 45 | |
| time_deviation | 40 | |
| cost_deviation | 25 | 12.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 358 | |
| O | 323 | |
| T | 269 | |
| N | 253 | |
| E | 199 | |
| _ | 159 | |
| D | 159 | |
| V | 159 | |
| A | 159 | |
| B | 45 | 2.0% |
| Other values (4) | 135 | 6.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2059 | |
| Connector Punctuation | 159 | 7.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 358 | |
| O | 323 | |
| T | 269 | |
| N | 253 | |
| E | 199 | |
| D | 159 | |
| V | 159 | |
| A | 159 | |
| B | 45 | 2.2% |
| H | 45 | 2.2% |
| Other values (3) | 90 | 4.4% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 159 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2059 | |
| Common | 159 | 7.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 358 | |
| O | 323 | |
| T | 269 | |
| N | 253 | |
| E | 199 | |
| D | 159 | |
| V | 159 | |
| A | 159 | |
| B | 45 | 2.2% |
| H | 45 | 2.2% |
| Other values (3) | 90 | 4.4% |
Common
| Value | Count | Frequency (%) |
| _ | 159 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2218 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 358 | |
| O | 323 | |
| T | 269 | |
| N | 253 | |
| E | 199 | |
| _ | 159 | |
| D | 159 | |
| V | 159 | |
| A | 159 | |
| B | 45 | 2.0% |
| Other values (4) | 135 | 6.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| NUMBER_OF_CONTRACTS | COST_DEVIATION | TIME_DEVIATION | TIME_STUDIES_CONTRACT | ADVANCED_PAYMENT | ESTIMATED_COST | ORIGINAL_DEADLINE | LIQUIDITY_INDEX_B | DEBT_INDEX_B | INTEREST_COVERAGE_RATIO_B | ROE_B | ROA_B | WORKING_CAPITAL | NET_EQUITY | EXPERIENCE_B_VALUE | K_CONTRACTING_B_VALUE | PROJECT_INTENSITY | PRICE_SCORE | TECHNICAL_SCORE | NATIONAL_INDUSTRY_SCORE | OTHER_SCORE | NUMBER_BIDDERS | CONTRACT_VALUE | AWARD_GROWTH | ADDITIONAL_COST | FINAL_COST | ADDITIONAL_TIME | FINAL_DEADLINE | TIME_SUSPENDED_P | IDI | CONTRACTOR | HIGHEST SCORE | LOWEST_SCORE | YEAR | IDI_CAT | CONTRACT_TYPE | MUNICIPALITY_TYPE | DEPARTMENT | REGION | REGION_2 | OWNER | PERFORMANCE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 0.18 | 0.50 | 111.0 | 0.0 | 861.08 | 90 | 10.0 | 0.50 | 1.00 | 0.05 | 0.02 | 1.00 | NaN | 2.14 | 0.54 | 9.57 | 0.50 | 0.20 | 0.10 | 0.20 | 1 | 861.07 | -0.0018 | 153.74 | 1014.81 | 45 | 135 | 0.69 | 76.13 | INDIVIDUAL | PRICE | NATIONAL_INDUSTRY | Y_2016 | SATISFACTORY | CONSTRUCTION | TYPE_6 | MAGDALENA | CARIBE | CARIBE | MUNICIPALITY | BOTH |
| 1 | 2 | 0.25 | 0.00 | 38.0 | 0.0 | 325.26 | 90 | 85.0 | 0.16 | 85.00 | 0.13 | 0.11 | NaN | NaN | 3.01 | 1.00 | 3.61 | 0.38 | 0.50 | 0.06 | 0.06 | 1 | 325.26 | -0.0013 | 81.32 | 406.57 | 0 | 90 | 0.00 | 72.85 | INDIVIDUAL | TECHNICAL | OTHER | Y_2017 | SATISFACTORY | MAINTEINANCE | TYPE_6 | BOYACA | ANDINA | CENTRO_ORIENTE | MUNICIPALITY | COST_DEVIATION |
| 2 | 3 | 0.00 | 0.38 | 41.0 | 0.4 | 1084.43 | 120 | 10.0 | 0.40 | 10.00 | 0.15 | 0.15 | 3.00 | 3.0 | 11.07 | 1.00 | 9.04 | 0.50 | 0.40 | 0.10 | 0.00 | 1 | 1084.43 | 0.0000 | 0.00 | 1084.43 | 45 | 165 | 0.00 | 80.47 | COMPANY | PRICE | OTHER | Y_2017 | OUTSTANDING | MAINTEINANCE | TYPE_6 | ANTIOQUIA | ANDINA | EJE_CAFETERO | MUNICIPALITY | TIME_DEVIATION |
| 3 | 4 | 0.00 | 0.00 | 47.0 | 0.0 | 358.75 | 60 | 25.0 | 0.50 | 4.00 | 0.55 | 0.30 | NaN | NaN | 1.00 | 1.00 | 5.98 | 0.60 | 0.30 | 0.10 | 0.00 | 1 | 358.42 | -0.0892 | 0.00 | 358.42 | 0 | 60 | 0.00 | 47.26 | CONSORTIUM | PRICE | OTHER | Y_2018 | LOW | MAINTEINANCE | TYPE_6 | TOLIMA | ANDINA | CENTRO_SUR | MUNICIPALITY | NO_DEVIATION |
| 4 | 5 | 0.00 | 0.00 | 35.0 | 0.0 | 2020.64 | 60 | 250.0 | 0.15 | 5.00 | 0.10 | 0.10 | 0.99 | NaN | 1.00 | 0.44 | 33.68 | 0.27 | 0.61 | 0.04 | 0.08 | 1 | 2020.62 | -0.0012 | 0.00 | 2020.62 | 0 | 60 | 1.28 | 74.50 | CONSORTIUM | TECHNICAL | NATIONAL_INDUSTRY | Y_2015 | SATISFACTORY | MAINTEINANCE | TYPE_6 | BOYACA | ANDINA | CENTRO_ORIENTE | MUNICIPALITY | NO_DEVIATION |
| 5 | 6 | 0.05 | 0.83 | 36.0 | 0.0 | 482.63 | 90 | 3.0 | 0.10 | 5.00 | 0.10 | 0.10 | NaN | NaN | 2.00 | 1.00 | 5.36 | 0.60 | 0.30 | 0.10 | 0.00 | 1 | 482.62 | -0.0001 | 25.25 | 507.88 | 75 | 165 | 0.50 | 82.77 | INDIVIDUAL | PRICE | OTHER | Y_2015 | OUTSTANDING | CONSTRUCTION | TYPE_6 | CUNDINAMARCA | ANDINA | CENTRO_ORIENTE | MUNICIPALITY | BOTH |
| 6 | 7 | 0.00 | 0.00 | 50.0 | 0.0 | 642.91 | 45 | 5.0 | 0.40 | 3.00 | 0.06 | 0.04 | 1.00 | 1.0 | 1.00 | 1.00 | 14.29 | 0.55 | 0.30 | 0.15 | 0.00 | 2 | 642.38 | -0.0824 | 0.00 | 642.38 | 0 | 45 | 0.69 | 75.73 | CONSORTIUM | PRICE | OTHER | Y_2016 | SATISFACTORY | MAINTEINANCE | OTHER | CORDOBA | CARIBE | CARIBE | MUNICIPALITY | NO_DEVIATION |
| 7 | 8 | 0.00 | 0.53 | 54.0 | 0.0 | 374.43 | 45 | 5.0 | 0.30 | 20.00 | 0.30 | 0.20 | NaN | NaN | 5.00 | 1.00 | 8.32 | 0.30 | 0.60 | 0.10 | 0.00 | 1 | 373.06 | -0.3659 | 0.00 | 373.06 | 24 | 69 | 2.78 | 75.66 | COMPANY | TECHNICAL | OTHER | Y_2016 | SATISFACTORY | CONSTRUCTION | TYPE_6 | ANTIOQUIA | ANDINA | EJE_CAFETERO | MUNICIPALITY | TIME_DEVIATION |
| 8 | 9 | 0.00 | 0.14 | 37.0 | 0.5 | 748.04 | 50 | 3.0 | 0.54 | 2.35 | 0.10 | 0.04 | NaN | NaN | 5.00 | 0.50 | 14.96 | 0.27 | 0.50 | 0.00 | 0.23 | 1 | 748.01 | -0.0044 | 0.00 | 748.01 | 7 | 57 | 0.00 | 76.89 | COMPANY | TECHNICAL | NATIONAL_INDUSTRY | Y_2015 | SATISFACTORY | MAINTEINANCE | TYPE_6 | BOYACA | ANDINA | CENTRO_ORIENTE | MUNICIPALITY | TIME_DEVIATION |
| 9 | 10 | 0.33 | 0.56 | 35.0 | 0.0 | 371.99 | 90 | 12.0 | 0.30 | 10.00 | 0.12 | 0.12 | 0.81 | NaN | 2.02 | 1.00 | 4.13 | 0.50 | 0.30 | 0.00 | 0.20 | 1 | 371.99 | 0.0000 | 123.28 | 495.27 | 50 | 140 | 4.29 | 75.17 | INDIVIDUAL | PRICE | NATIONAL_INDUSTRY | Y_2016 | SATISFACTORY | CONSTRUCTION | TYPE_6 | SANTANDER | ANDINA | CENTRO_ORIENTE | MUNICIPALITY | BOTH |
Last rows
| NUMBER_OF_CONTRACTS | COST_DEVIATION | TIME_DEVIATION | TIME_STUDIES_CONTRACT | ADVANCED_PAYMENT | ESTIMATED_COST | ORIGINAL_DEADLINE | LIQUIDITY_INDEX_B | DEBT_INDEX_B | INTEREST_COVERAGE_RATIO_B | ROE_B | ROA_B | WORKING_CAPITAL | NET_EQUITY | EXPERIENCE_B_VALUE | K_CONTRACTING_B_VALUE | PROJECT_INTENSITY | PRICE_SCORE | TECHNICAL_SCORE | NATIONAL_INDUSTRY_SCORE | OTHER_SCORE | NUMBER_BIDDERS | CONTRACT_VALUE | AWARD_GROWTH | ADDITIONAL_COST | FINAL_COST | ADDITIONAL_TIME | FINAL_DEADLINE | TIME_SUSPENDED_P | IDI | CONTRACTOR | HIGHEST SCORE | LOWEST_SCORE | YEAR | IDI_CAT | CONTRACT_TYPE | MUNICIPALITY_TYPE | DEPARTMENT | REGION | REGION_2 | OWNER | PERFORMANCE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 194 | 195 | 0.000000 | 0.000000 | 42.0 | 0.0 | 458.824904 | 120 | 90.00 | 0.15 | 10.0 | 0.10 | 0.10 | 0.610255 | 0.500000 | 5.00 | 1.0 | 3.823541 | 0.35 | 0.550 | 0.10 | 0.000 | 1 | 458.748308 | -0.016694 | 0.000000 | 458.748308 | 0 | 120 | 0.000000 | 52.7 | COMPANY | TECHNICAL | OTHER | Y_2019 | LOW | MAINTEINANCE | TYPE_6 | TOLIMA | ANDINA | CENTRO_SUR | MUNICIPALITY | NO_DEVIATION |
| 195 | 196 | 0.000000 | 0.000000 | 39.0 | 0.0 | 504.971863 | 90 | 1.50 | 0.70 | 1.0 | 0.00 | 0.00 | NaN | NaN | 0.50 | 1.0 | 5.610798 | 0.50 | 0.400 | 0.09 | 0.010 | 1 | 504.567792 | -0.080018 | 0.000000 | 504.567792 | 0 | 90 | 0.000000 | 44.9 | INDIVIDUAL | PRICE | OTHER | Y_2019 | LOW | CONSTRUCTION | OTHER | NARINO | PACIFICA | PACIFICO | MUNICIPALITY | NO_DEVIATION |
| 196 | 197 | 0.428449 | 0.000000 | 60.0 | 0.0 | 845.292205 | 270 | 10.00 | 0.20 | 80.0 | 0.15 | 0.15 | 0.428571 | 0.001286 | 3.00 | 1.0 | 3.130712 | 0.30 | 0.590 | 0.10 | 0.010 | 2 | 845.292205 | 0.000000 | 362.164866 | 1207.457071 | 0 | 270 | 0.000000 | 54.1 | COMPANY | TECHNICAL | OTHER | Y_2019 | LOW | MAINTEINANCE | TYPE_6 | ANTIOQUIA | ANDINA | EJE_CAFETERO | MUNICIPALITY | COST_DEVIATION |
| 197 | 198 | 0.200000 | 0.666667 | 39.0 | 0.0 | 1324.301537 | 90 | 1.00 | 0.70 | 1.0 | 0.25 | 0.20 | 0.100000 | NaN | 0.75 | 0.7 | 14.714462 | 0.70 | 0.190 | 0.10 | 0.010 | 11 | 1294.883879 | -2.221372 | 258.976775 | 1553.860654 | 60 | 150 | 0.000000 | 75.3 | CONSORTIUM | PRICE | OTHER | Y_2019 | SATISFACTORY | CONSTRUCTION | TYPE_6 | ANTIOQUIA | ANDINA | EJE_CAFETERO | MUNICIPALITY | BOTH |
| 198 | 199 | 0.000000 | 0.000000 | 42.0 | 0.0 | 5378.164047 | 180 | 4.20 | 0.25 | 33.0 | 0.09 | 0.08 | 0.700000 | 0.800000 | 1.00 | NaN | 29.878689 | 0.00 | 0.600 | 0.20 | 0.200 | 1 | 5377.178864 | -0.018318 | 0.000000 | 5377.178864 | 0 | 180 | 0.000000 | 48.1 | COMPANY | TECHNICAL | OTHER | Y_2019 | LOW | MAINTEINANCE | TYPE_6 | ANTIOQUIA | ANDINA | EJE_CAFETERO | MUNICIPALITY | NO_DEVIATION |
| 199 | 200 | 0.000000 | 0.333333 | 88.0 | 0.0 | 538.041278 | 120 | 0.80 | 0.20 | 5.0 | 0.15 | 0.13 | 2.000000 | 3.000000 | 3.00 | 1.0 | 4.483677 | 0.70 | 0.192 | 0.10 | 0.008 | 1 | 538.041278 | 0.000000 | 0.000000 | 538.041278 | 40 | 160 | 0.000000 | 50.1 | CONSORTIUM | PRICE | OTHER | Y_2019 | LOW | MAINTEINANCE | TYPE_6 | CUNDINAMARCA | ANDINA | CENTRO_ORIENTE | MUNICIPALITY | TIME_DEVIATION |
| 200 | 201 | 0.000000 | 0.000000 | 54.0 | 0.5 | 603.780147 | 180 | 7.48 | 0.49 | 15.2 | 0.18 | 0.16 | NaN | NaN | 6.00 | 1.0 | 3.354334 | 0.50 | 0.250 | 0.10 | 0.150 | 1 | 603.728818 | -0.008501 | 0.000000 | 603.728818 | 0 | 180 | 0.000000 | 45.8 | CONSORTIUM | PRICE | NATIONAL_INDUSTRY | Y_2019 | LOW | MAINTEINANCE | TYPE_6 | CUNDINAMARCA | ANDINA | CENTRO_ORIENTE | MUNICIPALITY | NO_DEVIATION |
| 201 | 202 | 0.000000 | 0.500000 | 42.0 | 0.0 | 594.266073 | 90 | 1.00 | 0.70 | 1.0 | 0.00 | 0.00 | 0.300000 | NaN | 0.75 | 1.0 | 6.602956 | 0.70 | 0.190 | 0.10 | 0.010 | 16 | 577.377012 | -2.842003 | 0.000000 | 577.377012 | 45 | 135 | 0.000000 | 50.8 | CONSORTIUM | PRICE | OTHER | Y_2019 | LOW | MAINTEINANCE | OTHER | BOYACA | ANDINA | CENTRO_ORIENTE | MUNICIPALITY | TIME_DEVIATION |
| 202 | 203 | 0.000000 | 0.000000 | 43.0 | 0.4 | 507.847048 | 120 | 1.50 | 0.70 | 1.0 | 0.00 | 0.00 | NaN | NaN | 4.00 | NaN | 4.232059 | 0.50 | 0.400 | 0.09 | 0.010 | 2 | 507.847048 | 0.000000 | 0.000000 | 507.847048 | 0 | 120 | 0.375000 | 44.9 | INDIVIDUAL | PRICE | OTHER | Y_2019 | LOW | CONSTRUCTION | OTHER | NARINO | PACIFICA | PACIFICO | MUNICIPALITY | NO_DEVIATION |
| 203 | 204 | 0.064328 | 0.125000 | 16.0 | 0.0 | 393.656688 | 120 | 20.00 | 0.36 | 26.0 | 0.32 | 0.13 | NaN | NaN | 2.00 | 1.0 | 3.280472 | 0.40 | 0.400 | 0.10 | 0.100 | 1 | 391.834323 | -0.462933 | 25.206098 | 417.040421 | 15 | 135 | 0.308333 | 52.0 | COMPANY | OTHER | OTHER | Y_2019 | LOW | MAINTEINANCE | TYPE_6 | BOYACA | ANDINA | CENTRO_ORIENTE | MUNICIPALITY | BOTH |